diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml
new file mode 100644
index 0000000..0605e88
--- /dev/null
+++ b/.github/workflows/deploy.yml
@@ -0,0 +1,36 @@
+name: 🚀 Auto Deploy to EC2
+
+# develop 브랜치에 push 될 때마다 실행
+on:
+  push:
+    branches:
+      - develop # ← 자동 배포를 트리거할 브랜치 이름
+
+jobs:
+  deploy:
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+
+      - name: Setup SSH key
+        uses: webfactory/ssh-agent@v0.9.1
+        with:
+          ssh-private-key: ${{ secrets.DEPLOY_KEY }}
+
+      - name: Sync code to EC2
+        run: |
+          rsync -e "ssh -o StrictHostKeyChecking=no" -avz --delete \
+            --exclude='.git*' \
+            --exclude='node_modules' \
+            --exclude='.env' \
+            ./ ${{ secrets.DEPLOY_USER }}@${{ secrets.DEPLOY_HOST }}:${{ secrets.SERVER_PATH }}
+
+      - name: Build & Restart on EC2
+        run: |
+          ssh -o StrictHostKeyChecking=no ${{ secrets.DEPLOY_USER }}@${{ secrets.DEPLOY_HOST }} << 'EOF'
+            cd ${{ secrets.SERVER_PATH }}
+            npm install --production
+            pm2 restart UpAndDown-Server || pm2 start npm --name UpAndDown-Server -- run start
+          EOF
diff --git a/.gitignore b/.gitignore
index 4092687..fd02887 100644
--- a/.gitignore
+++ b/.gitignore
@@ -23,3 +23,7 @@ coverage/
 
 # misc
 .DS_Store
+kospi200_chart
+tokenCache.json
+practice_problem.json
+all_news_grouped_1.json
\ No newline at end of file
diff --git a/CORPCODE.xml b/CORPCODE.xml
new file mode 100644
index 0000000..fe60075
--- /dev/null
+++ b/CORPCODE.xml
@@ -0,0 +1,27162 @@
+<result>
+  <list>
+    <corp_code>00260985</corp_code>
+    <corp_name>한빛네트</corp_name>
+    <corp_eng_name>HanbitNet, Inc.</corp_eng_name>
+    <stock_code>036720</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00264529</corp_code>
+    <corp_name>엔플렉스</corp_name>
+    <corp_eng_name>Nplex,Inc.</corp_eng_name>
+    <stock_code>040130</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00358545</corp_code>
+    <corp_name>동서정보기술</corp_name>
+    <corp_eng_name>Dong Seo Information Technology Co., Ltd.</corp_eng_name>
+    <stock_code>055000</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00231567</corp_code>
+    <corp_name>애드모바일</corp_name>
+    <corp_eng_name></corp_eng_name>
+    <stock_code>032600</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00359614</corp_code>
+    <corp_name>리더컴</corp_name>
+    <corp_eng_name>LEADER COMM.Co.,Ltd</corp_eng_name>
+    <stock_code>056140</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00153551</corp_code>
+    <corp_name>허메스홀딩스</corp_name>
+    <corp_eng_name>Hermesholdings Co.,LTD</corp_eng_name>
+    <stock_code>012400</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00344746</corp_code>
+    <corp_name>유티엑스</corp_name>
+    <corp_eng_name>UTX CO.,LTD.</corp_eng_name>
+    <stock_code>045880</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00261188</corp_code>
+    <corp_name>글로포스트</corp_name>
+    <corp_eng_name>Glopost CO., Ltd.</corp_eng_name>
+    <stock_code>037830</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00268020</corp_code>
+    <corp_name>쏠라엔텍</corp_name>
+    <corp_eng_name>SOLAR &amp; TECH CO., LTD.</corp_eng_name>
+    <stock_code>030390</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00269287</corp_code>
+    <corp_name>보홍</corp_name>
+    <corp_eng_name>Bohong Co.,Ltd.</corp_eng_name>
+    <stock_code>041320</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00475286</corp_code>
+    <corp_name>동북아1호선박투자회사</corp_name>
+    <corp_eng_name>DongBukaNO1ShipInvst</corp_eng_name>
+    <stock_code>078420</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00250775</corp_code>
+    <corp_name>에듀아크</corp_name>
+    <corp_eng_name>EDU ARK Co., Ltd.</corp_eng_name>
+    <stock_code>046350</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00114321</corp_code>
+    <corp_name>데코</corp_name>
+    <corp_eng_name>Deco</corp_eng_name>
+    <stock_code>013650</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00191108</corp_code>
+    <corp_name>엘앤씨피</corp_name>
+    <corp_eng_name>L&amp;CP CO.,Ltd</corp_eng_name>
+    <stock_code>015390</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00167378</corp_code>
+    <corp_name>희훈디앤지</corp_name>
+    <corp_eng_name>HEEHOON DESIGN &amp; GLOBAL.CO.LTD</corp_eng_name>
+    <stock_code>019640</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00225210</corp_code>
+    <corp_name>퓨쳐인포넷</corp_name>
+    <corp_eng_name>Future Infonet, Inc.</corp_eng_name>
+    <stock_code>058690</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00223346</corp_code>
+    <corp_name>쓰리디넷</corp_name>
+    <corp_eng_name>3D NET Co.,Ltd.</corp_eng_name>
+    <stock_code>035400</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00174129</corp_code>
+    <corp_name>제일저축은행</corp_name>
+    <corp_eng_name>Jeil Savings Bank</corp_eng_name>
+    <stock_code>024100</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00114826</corp_code>
+    <corp_name>제일창업투자</corp_name>
+    <corp_eng_name>Korea First Venture Capital Corporation</corp_eng_name>
+    <stock_code>026540</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00173333</corp_code>
+    <corp_name>현대DSF</corp_name>
+    <corp_eng_name>HYUNDAI DSF CO.,LTD</corp_eng_name>
+    <stock_code>016510</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00687599</corp_code>
+    <corp_name>네프로아이티</corp_name>
+    <corp_eng_name>NEPRO IT CO., LTD.</corp_eng_name>
+    <stock_code>950030</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00256292</corp_code>
+    <corp_name>자강</corp_name>
+    <corp_eng_name>ZAKANG Inc</corp_eng_name>
+    <stock_code>036790</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00271431</corp_code>
+    <corp_name>케이엠에스</corp_name>
+    <corp_eng_name>KMS Co., Ltd</corp_eng_name>
+    <stock_code>038830</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00154727</corp_code>
+    <corp_name>에버리소스</corp_name>
+    <corp_eng_name>EVER RESOURCES INC.</corp_eng_name>
+    <stock_code>020070</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00246189</corp_code>
+    <corp_name>제이에스</corp_name>
+    <corp_eng_name>JS Company Limited</corp_eng_name>
+    <stock_code>037110</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00154204</corp_code>
+    <corp_name>태창기업</corp_name>
+    <corp_eng_name>TAECHANG ENTERPRISE CO.,LTD</corp_eng_name>
+    <stock_code>007490</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00152631</corp_code>
+    <corp_name>에이치비이에너지</corp_name>
+    <corp_eng_name>HBE ENERGY CO.,LTD</corp_eng_name>
+    <stock_code>017300</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00358095</corp_code>
+    <corp_name>코어비트</corp_name>
+    <corp_eng_name>COREBIT</corp_eng_name>
+    <stock_code>056850</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00510215</corp_code>
+    <corp_name>동북아8호선박투자회사</corp_name>
+    <corp_eng_name>Dongbuka No.8 Ship Investment Company</corp_eng_name>
+    <stock_code>082110</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00347619</corp_code>
+    <corp_name>한국통신데이타</corp_name>
+    <corp_eng_name>Korea Telecom Data Inc.</corp_eng_name>
+    <stock_code>045760</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00372013</corp_code>
+    <corp_name>케너텍</corp_name>
+    <corp_eng_name>KENERTEC CO., LTD.</corp_eng_name>
+    <stock_code>062730</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00353735</corp_code>
+    <corp_name>다휘</corp_name>
+    <corp_eng_name>DAHUI Co., Ltd.</corp_eng_name>
+    <stock_code>055250</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00186540</corp_code>
+    <corp_name>코오롱아이넷</corp_name>
+    <corp_eng_name>KOLON I&apos; NETWORKS CORP.</corp_eng_name>
+    <stock_code>022520</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00128759</corp_code>
+    <corp_name>캠브리지코오롱</corp_name>
+    <corp_eng_name>CAMBRIDGE KOLON CO.,LTD</corp_eng_name>
+    <stock_code>004620</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00535588</corp_code>
+    <corp_name>네오세미테크</corp_name>
+    <corp_eng_name>Neosemitech Corporation</corp_eng_name>
+    <stock_code>089240</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00264981</corp_code>
+    <corp_name>디에이치패션</corp_name>
+    <corp_eng_name>D.H FASHION CORP.</corp_eng_name>
+    <stock_code>045260</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00231521</corp_code>
+    <corp_name>핸디소프트</corp_name>
+    <corp_eng_name>HandySoft Corp.</corp_eng_name>
+    <stock_code>032380</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00159908</corp_code>
+    <corp_name>케이엠에이치</corp_name>
+    <corp_eng_name>KMH Co., Ltd.</corp_eng_name>
+    <stock_code>009690</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00259493</corp_code>
+    <corp_name>씨엘엘씨디</corp_name>
+    <corp_eng_name>CL LCD CO., LTD.</corp_eng_name>
+    <stock_code>035710</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00359641</corp_code>
+    <corp_name>현대푸드시스템</corp_name>
+    <corp_eng_name>HYUNDAI FOOD SYSTEM</corp_eng_name>
+    <stock_code>114410</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00161639</corp_code>
+    <corp_name>메리츠종합금융</corp_name>
+    <corp_eng_name>Meritz Investment Bank</corp_eng_name>
+    <stock_code>012420</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00211271</corp_code>
+    <corp_name>제넥셀세인</corp_name>
+    <corp_eng_name>GENEXEL-SEIN INC.</corp_eng_name>
+    <stock_code>034660</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00388272</corp_code>
+    <corp_name>쓰리디월드</corp_name>
+    <corp_eng_name>3D world Co., Ltd.</corp_eng_name>
+    <stock_code>065340</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00264796</corp_code>
+    <corp_name>스톰이앤에프</corp_name>
+    <corp_eng_name>Stom EnF Co.,Ltd.</corp_eng_name>
+    <stock_code>043680</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00134909</corp_code>
+    <corp_name>소예</corp_name>
+    <corp_eng_name>SOYEA Corporation</corp_eng_name>
+    <stock_code>035010</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00236368</corp_code>
+    <corp_name>엠엔에프씨</corp_name>
+    <corp_eng_name>M&amp;FC CO.,LTD.</corp_eng_name>
+    <stock_code>048640</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00684547</corp_code>
+    <corp_name>하이트맥주</corp_name>
+    <corp_eng_name>HITE BREWERY CO., LTD.</corp_eng_name>
+    <stock_code>103150</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00251385</corp_code>
+    <corp_name>보광티에스</corp_name>
+    <corp_eng_name>Bokwang TS Co.,LTD.</corp_eng_name>
+    <stock_code>066690</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00262682</corp_code>
+    <corp_name>아인스엠앤엠</corp_name>
+    <corp_eng_name>Ein&apos;s M&amp;M CO., LTD</corp_eng_name>
+    <stock_code>040740</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00234555</corp_code>
+    <corp_name>씨엔씨엔터프라이즈</corp_name>
+    <corp_eng_name>C&amp;C ENTERPRISE CO.,LTD</corp_eng_name>
+    <stock_code>038420</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00507257</corp_code>
+    <corp_name>아이알디</corp_name>
+    <corp_eng_name>International Resources Development Co.,Ltd</corp_eng_name>
+    <stock_code>084810</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00417963</corp_code>
+    <corp_name>바이나믹</corp_name>
+    <corp_eng_name>BYNAMIC CO., LTD.</corp_eng_name>
+    <stock_code>067850</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00543523</corp_code>
+    <corp_name>코크렙제7호위탁관리부동산투자회사</corp_name>
+    <corp_eng_name>KOCREF REIT 7</corp_eng_name>
+    <stock_code>086720</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00300566</corp_code>
+    <corp_name>엔빅스</corp_name>
+    <corp_eng_name>ENBIGS Co., Ltd.</corp_eng_name>
+    <stock_code>054170</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00299376</corp_code>
+    <corp_name>선팩테크</corp_name>
+    <corp_eng_name>SUNPACKTECH CO., LTD.</corp_eng_name>
+    <stock_code>054010</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00112068</corp_code>
+    <corp_name>마이크로닉스</corp_name>
+    <corp_eng_name>MICRONIX CO</corp_eng_name>
+    <stock_code>001190</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00257194</corp_code>
+    <corp_name>블루스톤디앤아이</corp_name>
+    <corp_eng_name>Blue Stone D&amp;I Co., Ltd.</corp_eng_name>
+    <stock_code>033720</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00477372</corp_code>
+    <corp_name>신지소프트</corp_name>
+    <corp_eng_name>SINJISOFTCorporation</corp_eng_name>
+    <stock_code>078700</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00465410</corp_code>
+    <corp_name>맥쿼리센트럴오피스기업구조조정부동산투자회사</corp_name>
+    <corp_eng_name>MACQUARIE CENTRAL OFFICE CORPORATE</corp_eng_name>
+    <stock_code>076850</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00331760</corp_code>
+    <corp_name>테스텍</corp_name>
+    <corp_eng_name>Testech Incorporation</corp_eng_name>
+    <stock_code>048510</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00200761</corp_code>
+    <corp_name>중앙디자인</corp_name>
+    <corp_eng_name>Joong Ang Design Co., Ltd</corp_eng_name>
+    <stock_code>030030</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00268297</corp_code>
+    <corp_name>에코페트로시스템</corp_name>
+    <corp_eng_name>ECOPETRO SYSTEM Co., Ltd.</corp_eng_name>
+    <stock_code>042870</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00161301</corp_code>
+    <corp_name>한림창업투자</corp_name>
+    <corp_eng_name>Hallim Venture Capital</corp_eng_name>
+    <stock_code>021060</stock_code>
+    <modify_date>20170630</modify_date>
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+    <modify_date>20170630</modify_date>
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+    <stock_code>032030</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>지앤알</corp_name>
+    <corp_eng_name>G&amp;R Inc.</corp_eng_name>
+    <stock_code>043630</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>셀런</corp_name>
+    <corp_eng_name>CELRUN CO.,LTD</corp_eng_name>
+    <stock_code>013240</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>한국베트남15-1유전해외자원개발투자회사</corp_name>
+    <corp_eng_name>Korea Vietnam15-1Oil Overseas Resources Development Fund</corp_eng_name>
+    <stock_code>093820</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>에이치원바이오</corp_name>
+    <corp_eng_name>H1BIO Corp.</corp_eng_name>
+    <stock_code>052310</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>씨앤중공업</corp_name>
+    <corp_eng_name>C&amp;HEAVY INDUSTRIES CO.,LTD</corp_eng_name>
+    <stock_code>008400</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>FnC코오롱</corp_name>
+    <corp_eng_name>FnC KOLON CORP</corp_eng_name>
+    <stock_code>001370</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>제너비오믹스</corp_name>
+    <corp_eng_name>Xana-BiomiX Co., LTD.</corp_eng_name>
+    <stock_code>017010</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>케드콤</corp_name>
+    <corp_eng_name>KEDCOM CO.,LTD</corp_eng_name>
+    <stock_code>011050</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>지엔텍홀딩스</corp_name>
+    <corp_eng_name>GENTECH HOLDINGS Co., Ltd.</corp_eng_name>
+    <stock_code>065410</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>Dongbu CNI Co.,Ltd.</corp_eng_name>
+    <stock_code>044640</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>아이피에스</corp_name>
+    <corp_eng_name>IPSLtd.</corp_eng_name>
+    <stock_code>051820</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>에스브이에이치</corp_name>
+    <corp_eng_name>SVH co., Ltd.</corp_eng_name>
+    <stock_code>046240</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>제이콤</corp_name>
+    <corp_eng_name>Jcommunications Co., Ltd.</corp_eng_name>
+    <stock_code>060750</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>옥션</corp_name>
+    <corp_eng_name>EBAY AUCTION CO., LTD</corp_eng_name>
+    <stock_code>043790</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>네이쳐글로벌</corp_name>
+    <corp_eng_name>NatureGlobal Inc.</corp_eng_name>
+    <stock_code>088020</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00617299</corp_code>
+    <corp_name>GB블루오션베트남주식혼합형투자회사1호</corp_name>
+    <corp_eng_name>GB Blue Ocean VIETNAM EQUITY BALANCED FUND [1]</corp_eng_name>
+    <stock_code>094950</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>엠씨티티코어</corp_name>
+    <corp_eng_name>MCTT CORE Inc.</corp_eng_name>
+    <stock_code>052210</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>에이스앤파트너스</corp_name>
+    <corp_eng_name>Ace &amp; Partners</corp_eng_name>
+    <stock_code>032930</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>지앤디윈텍</corp_name>
+    <corp_eng_name>GND WINTECH CO.,LTD.</corp_eng_name>
+    <stock_code>061050</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>인터피온반도체</corp_name>
+    <corp_eng_name>INTERPION SEM CONDUCTOR CO.,LTD</corp_eng_name>
+    <stock_code>014010</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>SOLOMON SAVINGS BANK</corp_eng_name>
+    <stock_code>007800</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>엠트론스토리지테크놀로지</corp_name>
+    <corp_eng_name>MTRON STORAGE TECHNOLOGY CO.,LTD.</corp_eng_name>
+    <stock_code>046320</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>ST&amp;I Co., Ltd.</corp_eng_name>
+    <stock_code>031800</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>유퍼트</corp_name>
+    <corp_eng_name>UPERT, INC.</corp_eng_name>
+    <stock_code>060670</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00463050</corp_code>
+    <corp_name>엑스로드</corp_name>
+    <corp_eng_name>XROAD Co., Ltd.</corp_eng_name>
+    <stock_code>074140</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00238913</corp_code>
+    <corp_name>선우중공업</corp_name>
+    <corp_eng_name>SUNWOO HEAVY INDUSTRIES CO.,LTD</corp_eng_name>
+    <stock_code>068770</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_code>00107446</corp_code>
+    <corp_name>남양</corp_name>
+    <corp_eng_name>NAMYANG CORPORATION</corp_eng_name>
+    <stock_code>003020</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_code>00114303</corp_code>
+    <corp_name>엘지데이콤</corp_name>
+    <corp_eng_name>LG Dacom Corporation</corp_eng_name>
+    <stock_code>015940</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00318617</corp_code>
+    <corp_name>LG파워콤</corp_name>
+    <corp_eng_name>LG Powercom Corporation</corp_eng_name>
+    <stock_code>045820</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00267775</corp_code>
+    <corp_name>동산진흥</corp_name>
+    <corp_eng_name>DongsanDevelopment</corp_eng_name>
+    <stock_code>031960</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_code>00394574</corp_code>
+    <corp_name>티이씨</corp_name>
+    <corp_eng_name>TEC Co.,Ltd</corp_eng_name>
+    <stock_code>067950</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00110176</corp_code>
+    <corp_name>한국기술산업</corp_name>
+    <corp_eng_name>KoreaTechnology</corp_eng_name>
+    <stock_code>008320</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>스타맥스</corp_name>
+    <corp_eng_name>Starmax Co., Ltd.</corp_eng_name>
+    <stock_code>017050</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00144562</corp_code>
+    <corp_name>유성티에스아이</corp_name>
+    <corp_eng_name>Yoo Sung Technique &amp; Strategy Investment Co., Ltd</corp_eng_name>
+    <stock_code>024870</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00370547</corp_code>
+    <corp_name>네오리소스</corp_name>
+    <corp_eng_name>NEO RESOURCE CO.,LTD</corp_eng_name>
+    <stock_code>058550</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00242439</corp_code>
+    <corp_name>케이알</corp_name>
+    <corp_eng_name>KR CO.,LTD.</corp_eng_name>
+    <stock_code>035950</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00134060</corp_code>
+    <corp_name>씨앤상선</corp_name>
+    <corp_eng_name>C&amp;MERCHANT MARINE CO.,LTD</corp_eng_name>
+    <stock_code>000790</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_code>00392600</corp_code>
+    <corp_name>투미비티</corp_name>
+    <corp_eng_name>TumiBT Co.,Ltd</corp_eng_name>
+    <stock_code>058900</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00259855</corp_code>
+    <corp_name>코아정보시스템</corp_name>
+    <corp_eng_name>Core Information System Co., Ltd.</corp_eng_name>
+    <stock_code>039990</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00385451</corp_code>
+    <corp_name>케이에스리소스</corp_name>
+    <corp_eng_name>KS Resources Corporation</corp_eng_name>
+    <stock_code>066340</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>세계투어</corp_name>
+    <corp_eng_name>SEGYE TOUR CO., LTD</corp_eng_name>
+    <stock_code>047600</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_code>00798530</corp_code>
+    <corp_name>동양밸류오션기업인수목적</corp_name>
+    <corp_eng_name>Tongyang Value Ocean Special Purpose Acquisition Company</corp_eng_name>
+    <stock_code>122290</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00451268</corp_code>
+    <corp_name>케이이엔지</corp_name>
+    <corp_eng_name>K-eng CO., LTD</corp_eng_name>
+    <stock_code>077960</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00336570</corp_code>
+    <corp_name>사이버패스</corp_name>
+    <corp_eng_name>CyberpassIncorporation</corp_eng_name>
+    <stock_code>063280</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00363325</corp_code>
+    <corp_name>산양전기</corp_name>
+    <corp_eng_name>SANYANGELECTROMECHANICSCO.,LTD</corp_eng_name>
+    <stock_code>079870</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00148188</corp_code>
+    <corp_name>으뜸상호저축은행</corp_name>
+    <corp_eng_name>EUTTEUM MUTUAL SAVINGS BANK</corp_eng_name>
+    <stock_code>032150</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00508566</corp_code>
+    <corp_name>국제개발</corp_name>
+    <corp_eng_name>ICCORPORATION</corp_eng_name>
+    <stock_code>080570</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00133928</corp_code>
+    <corp_name>세신</corp_name>
+    <corp_eng_name>SESHIN Co.,Ltd.</corp_eng_name>
+    <stock_code>004230</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00540784</corp_code>
+    <corp_name>골든브릿지더블유엠경매부동산일호투자회사</corp_name>
+    <corp_eng_name>GOLDEN BRIDGE WM AUCTION REAL ESTATE FUND[1]</corp_eng_name>
+    <stock_code>084160</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00298252</corp_code>
+    <corp_name>엘앤피아너스</corp_name>
+    <corp_eng_name>LNP HONORS, INC.</corp_eng_name>
+    <stock_code>061140</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00264556</corp_code>
+    <corp_name>에이스일렉트로닉스</corp_name>
+    <corp_eng_name>ACE ELECTRONICS CO.,LTD.</corp_eng_name>
+    <stock_code>038690</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00581000</corp_code>
+    <corp_name>디앤샵</corp_name>
+    <corp_eng_name>d&amp;shop Co., Ltd.</corp_eng_name>
+    <stock_code>090090</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00359094</corp_code>
+    <corp_name>더체인지</corp_name>
+    <corp_eng_name>The ChainG Corp</corp_eng_name>
+    <stock_code>054120</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00686970</corp_code>
+    <corp_name>다산자기관리부동산투자회사</corp_name>
+    <corp_eng_name>DASAN REIT</corp_eng_name>
+    <stock_code>105380</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00255309</corp_code>
+    <corp_name>써니트렌드</corp_name>
+    <corp_eng_name>Sunny Trends Co.,ltd</corp_eng_name>
+    <stock_code>035500</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00362380</corp_code>
+    <corp_name>뉴젠비아이티</corp_name>
+    <corp_eng_name>NewGen BIT CORPORATION.</corp_eng_name>
+    <stock_code>054650</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00244862</corp_code>
+    <corp_name>룩소네이트</corp_name>
+    <corp_eng_name>Bluemum Co., Ltd.</corp_eng_name>
+    <stock_code>033880</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00297165</corp_code>
+    <corp_name>현대오토넷</corp_name>
+    <corp_eng_name>HYUNDAI AUTONET CO.,LTD.</corp_eng_name>
+    <stock_code>042100</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00105767</corp_code>
+    <corp_name>LG마이크론</corp_name>
+    <corp_eng_name>LG Micron Ltd.</corp_eng_name>
+    <stock_code>016990</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00173397</corp_code>
+    <corp_name>서광건설산업</corp_name>
+    <corp_eng_name>SEOKWANG CONSTRUCTION CO.,LTD</corp_eng_name>
+    <stock_code>001600</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00259606</corp_code>
+    <corp_name>플러스프로핏</corp_name>
+    <corp_eng_name>Plus Profit Co., Ltd</corp_eng_name>
+    <stock_code>036660</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00178471</corp_code>
+    <corp_name>한와이어리스</corp_name>
+    <corp_eng_name>Hanwireless Co., Ltd.</corp_eng_name>
+    <stock_code>037020</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00331733</corp_code>
+    <corp_name>포휴먼</corp_name>
+    <corp_eng_name>FORHUMAN CO., LTD</corp_eng_name>
+    <stock_code>049690</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00104892</corp_code>
+    <corp_name>알이네트웍스</corp_name>
+    <corp_eng_name>RENetworks Co.,Ltd</corp_eng_name>
+    <stock_code>023670</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>케이알제2호개발전문위탁관리부동산투자회사</corp_name>
+    <corp_eng_name>KR2 Development REIT CO., Ltd.</corp_eng_name>
+    <stock_code>101790</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_code>00597764</corp_code>
+    <corp_name>미래에셋맵스오퍼튜니티베트남주식혼합형투자회사1호</corp_name>
+    <corp_eng_name>MIRAEASSET MAPS OPPORTUNITY VIETNAM EQUITY BALANCED FUND 1</corp_eng_name>
+    <stock_code>094520</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_code>00355821</corp_code>
+    <corp_name>씨티엘테크</corp_name>
+    <corp_eng_name>CTL TEC Co.,Ltd</corp_eng_name>
+    <stock_code>088960</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00329677</corp_code>
+    <corp_name>이디디컴퍼니</corp_name>
+    <corp_eng_name>EDD COMPANY CO., LTD</corp_eng_name>
+    <stock_code>052650</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00244871</corp_code>
+    <corp_name>케이티프리텔</corp_name>
+    <corp_eng_name>KT FREETEL. CO., LTD</corp_eng_name>
+    <stock_code>032390</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>메카포럼</corp_name>
+    <corp_eng_name>MECCA FORUM CO., LTD</corp_eng_name>
+    <stock_code>035830</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>에스피코프</corp_name>
+    <corp_eng_name>SP CORP.</corp_eng_name>
+    <stock_code>048130</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00348140</corp_code>
+    <corp_name>이롬텍</corp_name>
+    <corp_eng_name>EROM Tech Co.,Ltd</corp_eng_name>
+    <stock_code>045400</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00215107</corp_code>
+    <corp_name>이앤텍</corp_name>
+    <corp_eng_name>E &amp; TECH CO.,LTD</corp_eng_name>
+    <stock_code>047450</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00560991</corp_code>
+    <corp_name>맥스브로</corp_name>
+    <corp_eng_name>Maxbro COMPANY, LIMITED</corp_eng_name>
+    <stock_code>088810</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00265263</corp_code>
+    <corp_name>토자이홀딩스</corp_name>
+    <corp_eng_name>TOZAI Holdings Inc.</corp_eng_name>
+    <stock_code>037700</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00142564</corp_code>
+    <corp_name>우방</corp_name>
+    <corp_eng_name>WOOBANG CONSTRUCTION CO.,LTD.</corp_eng_name>
+    <stock_code>013200</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00198572</corp_code>
+    <corp_name>동양매직</corp_name>
+    <corp_eng_name>TONG YANG MAGIC CO., LTD</corp_eng_name>
+    <stock_code>023020</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00642648</corp_code>
+    <corp_name>코웰이홀딩스유한공사</corp_name>
+    <corp_eng_name>CowelleHoldingsInc.</corp_eng_name>
+    <stock_code>900020</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00537443</corp_code>
+    <corp_name>아구스</corp_name>
+    <corp_eng_name>ARGUSInc.</corp_eng_name>
+    <stock_code>078670</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00113173</corp_code>
+    <corp_name>대한은박지</corp_name>
+    <corp_eng_name>DAIHAN EUNPAKGY CO.,LTD</corp_eng_name>
+    <stock_code>007480</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00441872</corp_code>
+    <corp_name>인스프리트</corp_name>
+    <corp_eng_name>Insprit, Inc.</corp_eng_name>
+    <stock_code>073130</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00480844</corp_code>
+    <corp_name>하이럭스</corp_name>
+    <corp_eng_name>HILUX CO., LTD.</corp_eng_name>
+    <stock_code>079340</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00262044</corp_code>
+    <corp_name>트리니티</corp_name>
+    <corp_eng_name>Trinity CO., LTD.</corp_eng_name>
+    <stock_code>053070</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00101442</corp_code>
+    <corp_name>카라반케이디이</corp_name>
+    <corp_eng_name>CARAVAN KDE CO., LTD.</corp_eng_name>
+    <stock_code>032570</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00295875</corp_code>
+    <corp_name>더존디지털웨어</corp_name>
+    <corp_eng_name>Duzon Digital Ware Co.,Ltd.</corp_eng_name>
+    <stock_code>045380</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00441298</corp_code>
+    <corp_name>디보스</corp_name>
+    <corp_eng_name>DIBOSS CORPORATION</corp_eng_name>
+    <stock_code>080140</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00263885</corp_code>
+    <corp_name>포네이처</corp_name>
+    <corp_eng_name>For Nature Co., LTD.</corp_eng_name>
+    <stock_code>045290</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00475532</corp_code>
+    <corp_name>테이크시스템즈</corp_name>
+    <corp_eng_name>TAKESYSTEMSCO.,Ltd.</corp_eng_name>
+    <stock_code>076090</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00130204</corp_code>
+    <corp_name>폴켐</corp_name>
+    <corp_eng_name>Polchem Inc.</corp_eng_name>
+    <stock_code>033190</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00128731</corp_code>
+    <corp_name>유리이에스</corp_name>
+    <corp_eng_name>Yurie ES CO.,LTD.</corp_eng_name>
+    <stock_code>007050</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00325981</corp_code>
+    <corp_name>에프아이투어</corp_name>
+    <corp_eng_name>FIT Inc.</corp_eng_name>
+    <stock_code>047370</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00540021</corp_code>
+    <corp_name>모빌탑</corp_name>
+    <corp_eng_name>MobiletopCo.,Ltd.</corp_eng_name>
+    <stock_code>085680</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00362089</corp_code>
+    <corp_name>올리브나인</corp_name>
+    <corp_eng_name>Olive Nine Co.,Ltd.</corp_eng_name>
+    <stock_code>052970</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00228916</corp_code>
+    <corp_name>디패션</corp_name>
+    <corp_eng_name>De Passion co.,ltd.</corp_eng_name>
+    <stock_code>030420</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00114215</corp_code>
+    <corp_name>알덱스</corp_name>
+    <corp_eng_name>ALDEX CO.,LTD</corp_eng_name>
+    <stock_code>025970</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00109648</corp_code>
+    <corp_name>오라바이오틱스</corp_name>
+    <corp_eng_name>ORAH BIOTICS INC.</corp_eng_name>
+    <stock_code>016160</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00261212</corp_code>
+    <corp_name>시노펙스그린테크</corp_name>
+    <corp_eng_name>Synopex Green Tech Inc.</corp_eng_name>
+    <stock_code>037320</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00348007</corp_code>
+    <corp_name>야호커뮤니케이션</corp_name>
+    <corp_eng_name>YAHOH Communication Co., Ltd.</corp_eng_name>
+    <stock_code>059720</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00275808</corp_code>
+    <corp_name>브이케이</corp_name>
+    <corp_eng_name>VK CORPORATION</corp_eng_name>
+    <stock_code>048760</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00375579</corp_code>
+    <corp_name>팬택앤큐리텔</corp_name>
+    <corp_eng_name>Pantech&amp;Curitel Communications, Inc.</corp_eng_name>
+    <stock_code>063350</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00197324</corp_code>
+    <corp_name>팬텀엔터테인먼트그룹</corp_name>
+    <corp_eng_name>FANTOM ENTERTAINMENT GROUP CO., LTD</corp_eng_name>
+    <stock_code>025460</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00339063</corp_code>
+    <corp_name>삼성수산</corp_name>
+    <corp_eng_name>Samsung Fisheries co., Ltd.</corp_eng_name>
+    <stock_code>052560</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00538497</corp_code>
+    <corp_name>동북아15호선박투자회사</corp_name>
+    <corp_eng_name>Dongbuka No.15 Ship Investment Company</corp_eng_name>
+    <stock_code>084240</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00225140</corp_code>
+    <corp_name>쌈지</corp_name>
+    <corp_eng_name>SSAMZIE CO., LTD.</corp_eng_name>
+    <stock_code>033260</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00101947</corp_code>
+    <corp_name>브이오산업</corp_name>
+    <corp_eng_name>MORARESOURCE Co., Ltd</corp_eng_name>
+    <stock_code>018890</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00287724</corp_code>
+    <corp_name>코디콤</corp_name>
+    <corp_eng_name>KODICOM CO., LTD.</corp_eng_name>
+    <stock_code>041800</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00347840</corp_code>
+    <corp_name>제네시스엔알디</corp_name>
+    <corp_eng_name>GENESISNRD CO.,LTD</corp_eng_name>
+    <stock_code>052640</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00504357</corp_code>
+    <corp_name>동북아6호선박투자회사</corp_name>
+    <corp_eng_name>DongbukaNo.6ShipInv</corp_eng_name>
+    <stock_code>080410</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00269339</corp_code>
+    <corp_name>인네트</corp_name>
+    <corp_eng_name>INNET Co., Ltd</corp_eng_name>
+    <stock_code>041450</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00634959</corp_code>
+    <corp_name>한국월드와이드아시아태평양특별자산1호투자회사</corp_name>
+    <corp_eng_name>Korea World Wide Asia Pacific Special Assets Fund [1]</corp_eng_name>
+    <stock_code>098150</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00267094</corp_code>
+    <corp_name>헤파호프코리아</corp_name>
+    <corp_eng_name>HepaHope Korea Inc.</corp_eng_name>
+    <stock_code>039350</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00142698</corp_code>
+    <corp_name>휴리프</corp_name>
+    <corp_eng_name>HULIF CO.,LTD</corp_eng_name>
+    <stock_code>006210</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00350057</corp_code>
+    <corp_name>하이스마텍</corp_name>
+    <corp_eng_name>HiSmarTech Co., Ltd.</corp_eng_name>
+    <stock_code>057100</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00721981</corp_code>
+    <corp_name>삼성디지털이미징</corp_name>
+    <corp_eng_name>SAMSUNG DIGITAL IMAGING CO., LTD.</corp_eng_name>
+    <stock_code>108070</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00248691</corp_code>
+    <corp_name>씨제이인터넷</corp_name>
+    <corp_eng_name>CJ Internet Corp.</corp_eng_name>
+    <stock_code>037150</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00335562</corp_code>
+    <corp_name>엠넷미디어</corp_name>
+    <corp_eng_name>Mnet Media Corp.</corp_eng_name>
+    <stock_code>056200</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00369675</corp_code>
+    <corp_name>온미디어</corp_name>
+    <corp_eng_name>ON*Media Corporation</corp_eng_name>
+    <stock_code>045710</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00265078</corp_code>
+    <corp_name>유니텍전자</corp_name>
+    <corp_eng_name>UNITECH ELECTRONICS CO. LTD</corp_eng_name>
+    <stock_code>039040</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00267809</corp_code>
+    <corp_name>위더스기술금융</corp_name>
+    <corp_eng_name>Nexus Investment Corporation</corp_eng_name>
+    <stock_code>019430</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00314000</corp_code>
+    <corp_name>클라스타</corp_name>
+    <corp_eng_name>Clustar Co.,Ltd.</corp_eng_name>
+    <stock_code>037550</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00355292</corp_code>
+    <corp_name>아시아미디어홀딩스</corp_name>
+    <corp_eng_name>Asia Media Holdings Co.,Ltd.</corp_eng_name>
+    <stock_code>052810</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00386557</corp_code>
+    <corp_name>아이스테이션</corp_name>
+    <corp_eng_name>i-station Corporation</corp_eng_name>
+    <stock_code>056010</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00548865</corp_code>
+    <corp_name>동북아21호선박투자회사</corp_name>
+    <corp_eng_name>DONGBUKA NO. 21 SHIP INVESTMENT COMPANY CO., LTD.</corp_eng_name>
+    <stock_code>088010</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00221320</corp_code>
+    <corp_name>에이스디지텍</corp_name>
+    <corp_eng_name>ACE DIGITECH CO., LTD.</corp_eng_name>
+    <stock_code>036550</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00124054</corp_code>
+    <corp_name>부산저축은행</corp_name>
+    <corp_eng_name>BUSAN SAVINGS BANK</corp_eng_name>
+    <stock_code>007830</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00301486</corp_code>
+    <corp_name>에피밸리</corp_name>
+    <corp_eng_name>EpiValley Co.,Ltd.</corp_eng_name>
+    <stock_code>068630</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00311298</corp_code>
+    <corp_name>오페스</corp_name>
+    <corp_eng_name>Opes CO.,LTD.</corp_eng_name>
+    <stock_code>053470</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00348557</corp_code>
+    <corp_name>액티투오</corp_name>
+    <corp_eng_name>Acti2O Co., Ltd.</corp_eng_name>
+    <stock_code>047710</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00265342</corp_code>
+    <corp_name>에이치에스씨홀딩스</corp_name>
+    <corp_eng_name>GENF Co., Ltd.</corp_eng_name>
+    <stock_code>038920</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00156734</corp_code>
+    <corp_name>한국고덴시</corp_name>
+    <corp_eng_name>KODENSHIKOREA CORP</corp_eng_name>
+    <stock_code>027840</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00208693</corp_code>
+    <corp_name>나리지*온</corp_name>
+    <corp_eng_name>Knowledge*on Inc.</corp_eng_name>
+    <stock_code>036850</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00128953</corp_code>
+    <corp_name>프로비타</corp_name>
+    <corp_eng_name>PROVITA CORPORATION</corp_eng_name>
+    <stock_code>014420</stock_code>
+    <modify_date>20170630</modify_date>
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+    <modify_date>20170630</modify_date>
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+    <modify_date>20170630</modify_date>
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+    <stock_code>066850</stock_code>
+    <modify_date>20170630</modify_date>
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+    <modify_date>20170630</modify_date>
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+    <stock_code>048140</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>REX-L ENG CO., LTD.</corp_eng_name>
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+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>Korea Pacific No.05 Ship Investment Co., Ltd.</corp_eng_name>
+    <stock_code>093400</stock_code>
+    <modify_date>20170630</modify_date>
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+    <modify_date>20170630</modify_date>
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+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>SemiteqCo.,Ltd</corp_eng_name>
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+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>GREEN NON-LIFE INSURANCE CO., LTD</corp_eng_name>
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+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>Daeyang Global Inc.</corp_eng_name>
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+    <modify_date>20170630</modify_date>
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+    <stock_code>046720</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>XENERSYSTEMS,INC.</corp_eng_name>
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+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>Visionhightech Co.,Ltd</corp_eng_name>
+    <stock_code>015050</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>Taesan LCD Co.,Ltd</corp_eng_name>
+    <stock_code>036210</stock_code>
+    <modify_date>20170630</modify_date>
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+    <stock_code>012090</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>DAEWOO SONGDO DEVELOPMENT Co.,Ltd.</corp_eng_name>
+    <stock_code>004550</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>현대금속</corp_name>
+    <corp_eng_name>HYUNDAE METAL Inc.</corp_eng_name>
+    <stock_code>018410</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>트라이써클</corp_name>
+    <corp_eng_name>Tricircle Co.,Ltd.</corp_eng_name>
+    <stock_code>034010</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>IBKS Smart SME Special Purpose Acquisition Company No.1</corp_eng_name>
+    <stock_code>126680</stock_code>
+    <modify_date>20170630</modify_date>
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+    <stock_code>037540</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>동북아5호선박투자회사</corp_name>
+    <corp_eng_name>Dongbuka No.5 Ship Investment Company Co., Ltd</corp_eng_name>
+    <stock_code>080980</stock_code>
+    <modify_date>20170630</modify_date>
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+    <stock_code>101990</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>우리기업인수목적1호</corp_name>
+    <corp_eng_name>WOORI SPECIAL PURPOSE ACQUISITION 1 CO., LTD.</corp_eng_name>
+    <stock_code>122750</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>NEWGEN ICT CO., LTD</corp_eng_name>
+    <stock_code>054150</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>인젠</corp_name>
+    <corp_eng_name>INZEN CO.,LTD</corp_eng_name>
+    <stock_code>041630</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>지앤에스티</corp_name>
+    <corp_eng_name>G&amp;ST CO.,LTD</corp_eng_name>
+    <stock_code>036920</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>코크렙제8호위탁관리부동산투자회사</corp_name>
+    <corp_eng_name>KOCREF REIT VIII</corp_eng_name>
+    <stock_code>090540</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>유니온스틸</corp_name>
+    <corp_eng_name>UNION STEEL</corp_eng_name>
+    <stock_code>003640</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>경남모직</corp_name>
+    <corp_eng_name>KYUNGNAM WOOL TEXTILE CO.,LTD</corp_eng_name>
+    <stock_code>001670</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>대우증권그린코리아기업인수목적회사</corp_name>
+    <corp_eng_name>Daewoo Securities Green Korea Special Purpose Acquisition Company</corp_eng_name>
+    <stock_code>121910</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
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+    <corp_name>지노시스템</corp_name>
+    <corp_eng_name>G-Inno Systems CO., LTD.</corp_eng_name>
+    <stock_code>033850</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>한국투자신성장1호기업인수목적회사</corp_name>
+    <corp_eng_name>Korea Investment Securities SPAC No.1</corp_eng_name>
+    <stock_code>123290</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>휴먼텍코리아</corp_name>
+    <corp_eng_name>HUMAN &amp; TECHNOLOGIES CORPORATION</corp_eng_name>
+    <stock_code>066060</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>에스에스씨피</corp_name>
+    <corp_eng_name>SSCPCo.,Ltd.</corp_eng_name>
+    <stock_code>071660</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>평산</corp_name>
+    <corp_eng_name>PYEONGSANCo.,Ltd.</corp_eng_name>
+    <stock_code>089480</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>지디코프</corp_name>
+    <corp_eng_name>GDCorp Inc.</corp_eng_name>
+    <stock_code>036610</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>아시아퍼시픽2호선박투자회사</corp_name>
+    <corp_eng_name>ASIA PACIFIC NO. 2 SHIP INVESTMENT CO.,LTD</corp_eng_name>
+    <stock_code>081190</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>무한투자</corp_name>
+    <corp_eng_name>Muhan Investment Co., Ltd.</corp_eng_name>
+    <stock_code>034510</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>동부티에스블랙펄기업인수목적</corp_name>
+    <corp_eng_name>Dongbu TS Black Pearl Special Purpose Acquisition Company</corp_eng_name>
+    <stock_code>128910</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00349468</corp_code>
+    <corp_name>블루젬디앤씨</corp_name>
+    <corp_eng_name>BLUEGEM D&amp;C CO., LTD.</corp_eng_name>
+    <stock_code>053040</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>부국퓨쳐스타즈기업인수목적</corp_name>
+    <corp_eng_name>Bookook Future Stars Special Purpose Acquisition Company LTD.</corp_eng_name>
+    <stock_code>123300</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00252393</corp_code>
+    <corp_name>예당컴퍼니</corp_name>
+    <corp_eng_name>YEDANG COMPANY CO., LTD.</corp_eng_name>
+    <stock_code>049000</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>터보테크</corp_name>
+    <corp_eng_name>TURBOTEK CO., LTD</corp_eng_name>
+    <stock_code>032420</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>케이비물산</corp_name>
+    <corp_eng_name>KOREA BEST PRODUCE CORP</corp_eng_name>
+    <stock_code>008540</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>연합과기공고유한공사</corp_name>
+    <corp_eng_name>UNITED TECHNOLOGY HOLDINGS COMPANY LIMITED</corp_eng_name>
+    <stock_code>900030</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>글로스텍</corp_name>
+    <corp_eng_name>GLOSTECH CO.,Ltd.</corp_eng_name>
+    <stock_code>012410</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>중국고섬공고유한공사</corp_name>
+    <corp_eng_name>China Gaoxian Fibre Fabric Holdings Ltd.</corp_eng_name>
+    <stock_code>950070</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>코리아퍼시픽06호선박투자회사</corp_name>
+    <corp_eng_name>Korea Pacific No.06 Ship Investment Co., Ltd.</corp_eng_name>
+    <stock_code>093410</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00268437</corp_code>
+    <corp_name>나노트로닉스</corp_name>
+    <corp_eng_name>NanoTronix Co., Ltd</corp_eng_name>
+    <stock_code>010670</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00798284</corp_code>
+    <corp_name>미래에셋제1호기업인수목적</corp_name>
+    <corp_eng_name>Miraeasset No.1 Special Purpose Acquisition Company</corp_eng_name>
+    <stock_code>121950</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00164195</corp_code>
+    <corp_name>에이원마이크로</corp_name>
+    <corp_eng_name>AONEMICRO, INC.</corp_eng_name>
+    <stock_code>037380</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00264811</corp_code>
+    <corp_name>에이프로테크놀로지</corp_name>
+    <corp_eng_name>APRO TECHNOLOGY CO.,LTD.</corp_eng_name>
+    <stock_code>045470</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00676380</corp_code>
+    <corp_name>모린스</corp_name>
+    <corp_eng_name>Moreens Co., Ltd</corp_eng_name>
+    <stock_code>110310</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00543231</corp_code>
+    <corp_name>디지텍시스템스</corp_name>
+    <corp_eng_name>DIGITECHsystemsCo.,Ltd.</corp_eng_name>
+    <stock_code>091690</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00122436</corp_code>
+    <corp_name>배명금속</corp_name>
+    <corp_eng_name>BAEMYUNG METAL CO.,LTD</corp_eng_name>
+    <stock_code>011800</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00505189</corp_code>
+    <corp_name>동북아4호선박투자회사</corp_name>
+    <corp_eng_name>Dongbuka No.4 Ship Investment Company Co., Ltd</corp_eng_name>
+    <stock_code>080970</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00271413</corp_code>
+    <corp_name>사라콤</corp_name>
+    <corp_eng_name>SARACOM CO., LTD</corp_eng_name>
+    <stock_code>040020</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>폴리플러스</corp_name>
+    <corp_eng_name>Polyplus Co., Ltd</corp_eng_name>
+    <stock_code>065610</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00480905</corp_code>
+    <corp_name>영찬테크</corp_name>
+    <corp_eng_name>Young Chan Tech Co.,Ltd.</corp_eng_name>
+    <stock_code>085990</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00890333</corp_code>
+    <corp_name>케이비부국제1호개발전문위탁관리부동산투자회사</corp_name>
+    <corp_eng_name>KB-Bookook No.1 Development Cc., Ltd.</corp_eng_name>
+    <stock_code>149130</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00510534</corp_code>
+    <corp_name>아시아퍼시픽8호선박투자회사</corp_name>
+    <corp_eng_name>ASIA PACIFIC NO. 8 SHIP INVESTMENT CO.,LTD</corp_eng_name>
+    <stock_code>081930</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>진흥저축은행</corp_name>
+    <corp_eng_name>JINHEUNG SAVINGS BANK</corp_eng_name>
+    <stock_code>007200</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00173634</corp_code>
+    <corp_name>에듀언스</corp_name>
+    <corp_eng_name>EDUENCE CO.,LIMITED</corp_eng_name>
+    <stock_code>009010</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00830377</corp_code>
+    <corp_name>성융광전투자유한공사</corp_name>
+    <corp_eng_name>SHENGLONG PV-TECH INVESTMENT CO. LIMITED</corp_eng_name>
+    <stock_code>900150</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00224567</corp_code>
+    <corp_name>샤인시스템</corp_name>
+    <corp_eng_name>SHINE SYSTEM CO., LTD.</corp_eng_name>
+    <stock_code>066300</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00582054</corp_code>
+    <corp_name>씨모텍</corp_name>
+    <corp_eng_name>C-motechCo.,LTD.</corp_eng_name>
+    <stock_code>081090</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00125929</corp_code>
+    <corp_name>에스컴</corp_name>
+    <corp_eng_name>S Com Inc.</corp_eng_name>
+    <stock_code>014900</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00502793</corp_code>
+    <corp_name>아시아퍼시픽1호선박투자회사</corp_name>
+    <corp_eng_name>AsiaPacificNo.1</corp_eng_name>
+    <stock_code>080180</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00505550</corp_code>
+    <corp_name>아시아퍼시픽3호선박투자회사</corp_name>
+    <corp_eng_name>ASIA PACIFIC NO. 3 SHIP INVESTMENT CO.,LTD.</corp_eng_name>
+    <stock_code>081200</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00104704</corp_code>
+    <corp_name>한국저축은행</corp_name>
+    <corp_eng_name>KOREA SAVINGS BANK</corp_eng_name>
+    <stock_code>025610</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00361035</corp_code>
+    <corp_name>미리넷</corp_name>
+    <corp_eng_name>Millinet Co., Ltd.</corp_eng_name>
+    <stock_code>056710</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00630111</corp_code>
+    <corp_name>3노드디지탈그룹유한공사</corp_name>
+    <corp_eng_name>3NODDigitalGroupCo.,Ltd.</corp_eng_name>
+    <stock_code>900010</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00264802</corp_code>
+    <corp_name>유일엔시스</corp_name>
+    <corp_eng_name>YOUILENSYS Corporation</corp_eng_name>
+    <stock_code>038720</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00399773</corp_code>
+    <corp_name>케이피케미칼</corp_name>
+    <corp_eng_name>KP CHEMICAL CORP</corp_eng_name>
+    <stock_code>064420</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00257529</corp_code>
+    <corp_name>이루넷</corp_name>
+    <corp_eng_name>Iroonet,Inc.</corp_eng_name>
+    <stock_code>041030</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00804114</corp_code>
+    <corp_name>대신증권그로쓰알파기업인수목적</corp_name>
+    <corp_eng_name>DAISHIN SECURITIES GROWTH ALPHA SPAC</corp_eng_name>
+    <stock_code>123550</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00416706</corp_code>
+    <corp_name>유에이블</corp_name>
+    <corp_eng_name>UABLE CO.,LTD.</corp_eng_name>
+    <stock_code>071530</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00173324</corp_code>
+    <corp_name>경윤하이드로에너지</corp_name>
+    <corp_eng_name>KyungYoon Hydro Energy CO.,LTD.</corp_eng_name>
+    <stock_code>019120</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00121729</corp_code>
+    <corp_name>롯데미도파</corp_name>
+    <corp_eng_name>LOTTE MIDOPA CO.,LTD</corp_eng_name>
+    <stock_code>004010</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00808226</corp_code>
+    <corp_name>한화에스브이명장제1호기업인수목적</corp_name>
+    <corp_eng_name>Hanwha SV Meister 1st SPAC</corp_eng_name>
+    <stock_code>124050</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00162577</corp_code>
+    <corp_name>셀텍</corp_name>
+    <corp_eng_name>Cell Tech Co., LTD.</corp_eng_name>
+    <stock_code>019260</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00812229</corp_code>
+    <corp_name>에스비아이앤솔로몬드림기업인수목적</corp_name>
+    <corp_eng_name>SBI and Solomon DREAM SPAC</corp_eng_name>
+    <stock_code>123910</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00351153</corp_code>
+    <corp_name>위다스</corp_name>
+    <corp_eng_name>Withus Co., Ltd.</corp_eng_name>
+    <stock_code>056810</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00126885</corp_code>
+    <corp_name>에스와이코퍼레이션</corp_name>
+    <corp_eng_name>SY Corporation Co., Ltd</corp_eng_name>
+    <stock_code>008080</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00264741</corp_code>
+    <corp_name>어울림네트웍스</corp_name>
+    <corp_eng_name>OULLIM NETWORKS, INC.</corp_eng_name>
+    <stock_code>042820</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00266989</corp_code>
+    <corp_name>에이디모터스</corp_name>
+    <corp_eng_name>AD Motors Co., Ltd.</corp_eng_name>
+    <stock_code>038120</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00260693</corp_code>
+    <corp_name>평안물산</corp_name>
+    <corp_eng_name>Pyeong Ahn Trading, Inc.</corp_eng_name>
+    <stock_code>037240</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00267951</corp_code>
+    <corp_name>아큐텍</corp_name>
+    <corp_eng_name>ACQUTEK CO.,LTD</corp_eng_name>
+    <stock_code>013780</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00804983</corp_code>
+    <corp_name>히든챔피언제1호기업인수목적</corp_name>
+    <corp_eng_name>HiddenChampion 1st Special Purpose Acquisition Company</corp_eng_name>
+    <stock_code>123160</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00502474</corp_code>
+    <corp_name>동북아2호선박투자회사</corp_name>
+    <corp_eng_name>DongbukaNo.2ShipInv</corp_eng_name>
+    <stock_code>080030</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00579379</corp_code>
+    <corp_name>금강제강</corp_name>
+    <corp_eng_name>KumKangsteel Co.,LTD</corp_eng_name>
+    <stock_code>105070</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00264857</corp_code>
+    <corp_name>아라온테크</corp_name>
+    <corp_eng_name>Araontech Co., Ltd.</corp_eng_name>
+    <stock_code>041060</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00375302</corp_code>
+    <corp_name>우리금융지주</corp_name>
+    <corp_eng_name>WooriFinance Holdings Co.,Ltd.</corp_eng_name>
+    <stock_code>053000</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00264848</corp_code>
+    <corp_name>대국</corp_name>
+    <corp_eng_name>Daekuk Corporation</corp_eng_name>
+    <stock_code>042340</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00251190</corp_code>
+    <corp_name>글로웍스</corp_name>
+    <corp_eng_name>Gloworks Co.,Ltd.</corp_eng_name>
+    <stock_code>034600</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00694003</corp_code>
+    <corp_name>중국식품포장유한공사</corp_name>
+    <corp_eng_name>CHINA FOOD PACKAGING INC.,LTD</corp_eng_name>
+    <stock_code>900060</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00505170</corp_code>
+    <corp_name>동북아3호선박투자회사</corp_name>
+    <corp_eng_name>Dongbuka  No.3 Ship Investment Company Co.Ltd</corp_eng_name>
+    <stock_code>080960</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00259439</corp_code>
+    <corp_name>지아이바이오</corp_name>
+    <corp_eng_name>GIBIO Co., Ltd.</corp_eng_name>
+    <stock_code>035450</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00207436</corp_code>
+    <corp_name>알에스넷</corp_name>
+    <corp_eng_name>R&amp;S Networks Co., Ltd.</corp_eng_name>
+    <stock_code>046430</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00408585</corp_code>
+    <corp_name>나이스메탈</corp_name>
+    <corp_eng_name>Nice Metal Co.,LTD</corp_eng_name>
+    <stock_code>072530</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00115038</corp_code>
+    <corp_name>하나IB증권</corp_name>
+    <corp_eng_name>Hana Investment Banking &amp; Securities Inc.</corp_eng_name>
+    <stock_code>003330</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00288653</corp_code>
+    <corp_name>퓨쳐비젼</corp_name>
+    <corp_eng_name>FUTURE VISION CO.,LTD</corp_eng_name>
+    <stock_code>042570</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00303837</corp_code>
+    <corp_name>이레전자산업</corp_name>
+    <corp_eng_name>E-RAE Electronics Industry Co., Ltd.</corp_eng_name>
+    <stock_code>045310</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00330017</corp_code>
+    <corp_name>레이더스컴퍼니</corp_name>
+    <corp_eng_name>Raiders Company Co., Ltd.</corp_eng_name>
+    <stock_code>047420</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00264769</corp_code>
+    <corp_name>포이보스</corp_name>
+    <corp_eng_name>POIBOS CO., LTD</corp_eng_name>
+    <stock_code>038810</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00308948</corp_code>
+    <corp_name>미디어코프</corp_name>
+    <corp_eng_name>MEDIAcorp, INC.</corp_eng_name>
+    <stock_code>053890</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00321222</corp_code>
+    <corp_name>케이디세코</corp_name>
+    <corp_eng_name>K-D&apos;seco Co., Ltd.</corp_eng_name>
+    <stock_code>073780</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00361202</corp_code>
+    <corp_name>이노블루</corp_name>
+    <corp_eng_name>InnoBlue Co.,Ltd.</corp_eng_name>
+    <stock_code>066200</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00450728</corp_code>
+    <corp_name>도움</corp_name>
+    <corp_eng_name>DOMCO.,LTD.</corp_eng_name>
+    <stock_code>078610</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00535773</corp_code>
+    <corp_name>엑스씨이</corp_name>
+    <corp_eng_name>eXtendedComputingEnvironmentCO.,LTD.</corp_eng_name>
+    <stock_code>081500</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00152950</corp_code>
+    <corp_name>코오롱유화</corp_name>
+    <corp_eng_name>KOLON CHEMICAL CO.,LTD</corp_eng_name>
+    <stock_code>011020</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00296069</corp_code>
+    <corp_name>세라온홀딩스</corp_name>
+    <corp_eng_name>SERAONHOLDINGS CO.,LTD</corp_eng_name>
+    <stock_code>050600</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00521956</corp_code>
+    <corp_name>현대경매부동산일호투자회사</corp_name>
+    <corp_eng_name>HYUNDAI AUCTION REAL ESTATE FUND 1ST</corp_eng_name>
+    <stock_code>083160</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00360540</corp_code>
+    <corp_name>우수씨엔에스</corp_name>
+    <corp_eng_name>WOOSU CNS CO., LTD.</corp_eng_name>
+    <stock_code>060550</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00593519</corp_code>
+    <corp_name>동북아31호선박투자회사</corp_name>
+    <corp_eng_name>Dongbuka No. 31 Ship Investment Company</corp_eng_name>
+    <stock_code>093730</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00194372</corp_code>
+    <corp_name>후야인포넷</corp_name>
+    <corp_eng_name>HOOYA INFONET CO., LTD.</corp_eng_name>
+    <stock_code>032050</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00154693</corp_code>
+    <corp_name>이레아이엔씨</corp_name>
+    <corp_eng_name>Erae I&amp;C co.,Ltd</corp_eng_name>
+    <stock_code>036900</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00106650</corp_code>
+    <corp_name>카스코</corp_name>
+    <corp_eng_name>KOREA AUTOMOTIVE SYSTEMS CO.,LTD</corp_eng_name>
+    <stock_code>005330</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00368791</corp_code>
+    <corp_name>모델라인</corp_name>
+    <corp_eng_name>ModelLine Co.,  Ltd.</corp_eng_name>
+    <stock_code>064720</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00220552</corp_code>
+    <corp_name>청람디지탈</corp_name>
+    <corp_eng_name>CHUNG LAM DIGITAL CO.,LTD</corp_eng_name>
+    <stock_code>035270</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00294371</corp_code>
+    <corp_name>한텔</corp_name>
+    <corp_eng_name>Hantel Co. Ltd</corp_eng_name>
+    <stock_code>041940</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00353683</corp_code>
+    <corp_name>코스모스피엘씨</corp_name>
+    <corp_eng_name>Cosmos PLC Co., Ltd.</corp_eng_name>
+    <stock_code>053170</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00252375</corp_code>
+    <corp_name>나노하이텍</corp_name>
+    <corp_eng_name>NANO HITEC ELECTRONIC CO.,LTD.</corp_eng_name>
+    <stock_code>071360</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00260903</corp_code>
+    <corp_name>쓰리소프트</corp_name>
+    <corp_eng_name>3SOFT. Inc.</corp_eng_name>
+    <stock_code>036360</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00261461</corp_code>
+    <corp_name>트라이콤</corp_name>
+    <corp_eng_name>TRICOMINC.</corp_eng_name>
+    <stock_code>038410</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00265218</corp_code>
+    <corp_name>케이엔에스홀딩스</corp_name>
+    <corp_eng_name>KNS HOLDINGS INC.</corp_eng_name>
+    <stock_code>036760</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00471989</corp_code>
+    <corp_name>지비에스</corp_name>
+    <corp_eng_name>GBS Co., Ltd.</corp_eng_name>
+    <stock_code>076170</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00306986</corp_code>
+    <corp_name>피더블유제네틱스</corp_name>
+    <corp_eng_name>PWGenetics Co., Ltd.</corp_eng_name>
+    <stock_code>065910</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
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+    <corp_name>엠텍반도체</corp_name>
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+    <corp_eng_name>REALTY KOREA CR REIT CO.,LTD</corp_eng_name>
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+    <modify_date>20170630</modify_date>
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+    <modify_date>20170630</modify_date>
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+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>Dongbuka No. 29 Ship Investment Company</corp_eng_name>
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+    <modify_date>20170630</modify_date>
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+    <corp_name>현주컴퓨터</corp_name>
+    <corp_eng_name>HYUNJU COMPUTER CO. LTD</corp_eng_name>
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+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>LG PETROCHEMICAL CO.,LTD</corp_eng_name>
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+    <modify_date>20170630</modify_date>
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+    <corp_name>오브제</corp_name>
+    <corp_eng_name>OBZEE CO., LTD</corp_eng_name>
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+    <modify_date>20170630</modify_date>
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+    <corp_name>휴닉스</corp_name>
+    <corp_eng_name>HUNIX INC.</corp_eng_name>
+    <stock_code>009790</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>세이프아시아</corp_name>
+    <corp_eng_name>Safe Asia Co., Ltd.</corp_eng_name>
+    <stock_code>066330</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>코크렙제1호기업구조조정부동산투자회사</corp_name>
+    <corp_eng_name>KOCREF CR-REIT1</corp_eng_name>
+    <stock_code>067910</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>Winners Infraline Corporation</corp_eng_name>
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+    <modify_date>20170630</modify_date>
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+    <corp_name>AP우주통신</corp_name>
+    <corp_eng_name>Asia Pacific Space Telecom Co., Ltd</corp_eng_name>
+    <stock_code>015670</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>조이토토</corp_name>
+    <corp_eng_name>Joytoto Co., Ltd</corp_eng_name>
+    <stock_code>044370</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>한도하이테크</corp_name>
+    <corp_eng_name>HANDO HI-TECH CO., LTD.</corp_eng_name>
+    <stock_code>060660</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>에너윈</corp_name>
+    <corp_eng_name>ENERWIN Co.,Ltd.</corp_eng_name>
+    <stock_code>055970</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>유레스메리츠제1호</corp_name>
+    <corp_eng_name>UresMeritz1stCR-REIT</corp_eng_name>
+    <stock_code>073470</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_code>00386876</corp_code>
+    <corp_name>교보메리츠퍼스트기업구조조정부동산투자회사</corp_name>
+    <corp_eng_name>KYOBO-MERITZ FIRST CR-REIT</corp_eng_name>
+    <stock_code>064900</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>굿앤리치부동산공경매투자회사1호</corp_name>
+    <corp_eng_name>GOOD&amp;RICH REAL ESTATE AUCTION FUND[1]</corp_eng_name>
+    <stock_code>085450</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>한국합섬</corp_name>
+    <corp_eng_name>HANKOOK SYNTHETICS INC</corp_eng_name>
+    <stock_code>025830</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>굿앤리치부동산공경매투자회사2호</corp_name>
+    <corp_eng_name>Good&amp;Rich real estate auction fund[2]</corp_eng_name>
+    <stock_code>088510</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>디에스피이엔티</corp_name>
+    <corp_eng_name>DSP Ent Co., Ltd.</corp_eng_name>
+    <stock_code>016040</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>시큐어소프트</corp_name>
+    <corp_eng_name>SecureSoft Inc.</corp_eng_name>
+    <stock_code>037060</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>동부일렉트로닉스</corp_name>
+    <corp_eng_name>DONGBUELECTRONICS CO.,LTD</corp_eng_name>
+    <stock_code>001830</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>고려시멘트</corp_name>
+    <corp_eng_name>KOREA CEMENT co., Ltd</corp_eng_name>
+    <stock_code>003660</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>베스트플로우</corp_name>
+    <corp_eng_name>BestFlow Inc.</corp_eng_name>
+    <stock_code>060410</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>쿨투</corp_name>
+    <corp_eng_name>CUL 2 Inc.</corp_eng_name>
+    <stock_code>056020</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_code>00143013</corp_code>
+    <corp_name>우영</corp_name>
+    <corp_eng_name>Wooyoung</corp_eng_name>
+    <stock_code>012460</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>모빌링크텔레콤</corp_name>
+    <corp_eng_name>Mobilink Telecom Co., Ltd.</corp_eng_name>
+    <stock_code>041310</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>극동제혁</corp_name>
+    <corp_eng_name>KEUKDONG TANNING CO.,LTD</corp_eng_name>
+    <stock_code>010200</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00173254</corp_code>
+    <corp_name>한마음상호저축은행</corp_name>
+    <corp_eng_name>HANMAUM MUTUAL SAVINGS BANK</corp_eng_name>
+    <stock_code>025450</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>그로웰전자</corp_name>
+    <corp_eng_name>Growell Electronics, Inc.</corp_eng_name>
+    <stock_code>009220</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00124513</corp_code>
+    <corp_name>부흥</corp_name>
+    <corp_eng_name>BOOHUNG CO.,LTD</corp_eng_name>
+    <stock_code>003930</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>퍼시픽글라스</corp_name>
+    <corp_eng_name>Pacificglas, Inc</corp_eng_name>
+    <stock_code>009080</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>아이인프라</corp_name>
+    <corp_eng_name>iINFRA.Co.,Ltd</corp_eng_name>
+    <stock_code>008780</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>씨크롭</corp_name>
+    <corp_eng_name>CECROP CO.,LTD</corp_eng_name>
+    <stock_code>016970</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>외환신용카드</corp_name>
+    <corp_eng_name>Korea Exchange Bank Credit Service Co., Ltd.</corp_eng_name>
+    <stock_code>038400</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>삼화기연</corp_name>
+    <corp_eng_name>Samwha Engineering Co., Ltd</corp_eng_name>
+    <stock_code>033210</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>대흥멀티미디어통신</corp_name>
+    <corp_eng_name>daeheung multimedia communication corp</corp_eng_name>
+    <stock_code>037250</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>텔슨정보통신</corp_name>
+    <corp_eng_name>TelsonInformation&amp;Communication</corp_eng_name>
+    <stock_code>018180</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>비이티</corp_name>
+    <corp_eng_name>BET CO., LTD.</corp_eng_name>
+    <stock_code>036820</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00390028</corp_code>
+    <corp_name>코오롱인터내셔널</corp_name>
+    <corp_eng_name>KOLON INTERNATIONAL CORP.</corp_eng_name>
+    <stock_code>063510</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00260888</corp_code>
+    <corp_name>엔써커뮤니티</corp_name>
+    <corp_eng_name>N&apos;ser community Inc.</corp_eng_name>
+    <stock_code>037750</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00275710</corp_code>
+    <corp_name>써미트테크놀로지</corp_name>
+    <corp_eng_name>Summit Technology</corp_eng_name>
+    <stock_code>039000</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00172103</corp_code>
+    <corp_name>코리아이앤디</corp_name>
+    <corp_eng_name>Coreaelectronics &amp; development.inc</corp_eng_name>
+    <stock_code>027440</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00263955</corp_code>
+    <corp_name>트래픽아이티에스</corp_name>
+    <corp_eng_name></corp_eng_name>
+    <stock_code>038050</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>호성</corp_name>
+    <corp_eng_name>HOSUNG, INC.</corp_eng_name>
+    <stock_code>035870</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00265254</corp_code>
+    <corp_name>넥스텔</corp_name>
+    <corp_eng_name>NEXTEL INCORPORATED.</corp_eng_name>
+    <stock_code>037220</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00255266</corp_code>
+    <corp_name>쓰리알</corp_name>
+    <corp_eng_name>3R</corp_eng_name>
+    <stock_code>037730</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00259916</corp_code>
+    <corp_name>그로웰텔레콤</corp_name>
+    <corp_eng_name>GrowellTelecom Co., Ltd.</corp_eng_name>
+    <stock_code>035780</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00131434</corp_code>
+    <corp_name>서통</corp_name>
+    <corp_eng_name>SUTTONG</corp_eng_name>
+    <stock_code>001150</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00271352</corp_code>
+    <corp_name>테크메이트</corp_name>
+    <corp_eng_name>Techmate Corporation</corp_eng_name>
+    <stock_code>043690</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00244932</corp_code>
+    <corp_name>한아시스템</corp_name>
+    <corp_eng_name>HANA SYSTEMS, INC</corp_eng_name>
+    <stock_code>036020</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00348052</corp_code>
+    <corp_name>엔에스아이</corp_name>
+    <corp_eng_name>NSI, Inc</corp_eng_name>
+    <stock_code>053250</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00367598</corp_code>
+    <corp_name>케이티씨텔레콤</corp_name>
+    <corp_eng_name>KTC Telecom CO., Ltd.</corp_eng_name>
+    <stock_code>055810</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00267720</corp_code>
+    <corp_name>신한SIT</corp_name>
+    <corp_eng_name>SHIN HAN SIT CO.,LTD</corp_eng_name>
+    <stock_code>054530</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>스마텔</corp_name>
+    <corp_eng_name>Smartel corporation</corp_eng_name>
+    <stock_code>004190</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00203458</corp_code>
+    <corp_name>동방라이텍</corp_name>
+    <corp_eng_name>DONGBANG Litech CO., LTD</corp_eng_name>
+    <stock_code>025690</stock_code>
+    <modify_date>20170630</modify_date>
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+    <modify_date>20170630</modify_date>
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+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>KOCREF CR-REIT2</corp_eng_name>
+    <stock_code>070540</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>YOUNG POONG MINING &amp; CONSTRUCTION CORPORATION</corp_eng_name>
+    <stock_code>002850</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>모닷텔</corp_name>
+    <corp_eng_name>MODOTTEL Co.,Ltd.</corp_eng_name>
+    <stock_code>048150</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>KWANGDUKMOOLSAN CO.,LTD</corp_eng_name>
+    <stock_code>003590</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>동원증권</corp_name>
+    <corp_eng_name>Dongwon Securities</corp_eng_name>
+    <stock_code>005890</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>우주통신</corp_name>
+    <corp_eng_name>WOO JU COMMUNICATION CO., LTD.</corp_eng_name>
+    <stock_code>054080</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>기라정보통신</corp_name>
+    <corp_eng_name>Kira Information&amp;Communications Co.,Ltd</corp_eng_name>
+    <stock_code>019930</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>텔슨전자</corp_name>
+    <corp_eng_name>TelsonElectronics</corp_eng_name>
+    <stock_code>027350</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_code>00309983</corp_code>
+    <corp_name>하이콤정보통신</corp_name>
+    <corp_eng_name>Hycom Data Communications Inc.</corp_eng_name>
+    <stock_code>048540</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_code>00277727</corp_code>
+    <corp_name>미래에셋굿라이프혼합형자녀를위한펀드5-1</corp_name>
+    <corp_eng_name>MIRAEASSETGOODLIFEBALANCEDFUND5-1</corp_eng_name>
+    <stock_code>037500</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>한메엔에스</corp_name>
+    <corp_eng_name>HANME NS CO.,LTD</corp_eng_name>
+    <stock_code>006150</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>이지클럽</corp_name>
+    <corp_eng_name>EASYCLUB CO., LTD.</corp_eng_name>
+    <stock_code>038980</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>넷컴스토리지</corp_name>
+    <corp_eng_name>NETCOM STORAGE</corp_eng_name>
+    <stock_code>037010</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00318477</corp_code>
+    <corp_name>모디아</corp_name>
+    <corp_eng_name>MODIA CO., LTD.</corp_eng_name>
+    <stock_code>046000</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>성진산업</corp_name>
+    <corp_eng_name>SUNG JIN INDUSTRIAL CO., LTD.</corp_eng_name>
+    <stock_code>037650</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>아이엠아이티</corp_name>
+    <corp_eng_name>IMIT. CO., LTD.</corp_eng_name>
+    <stock_code>038100</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00247762</corp_code>
+    <corp_name>맥시스템</corp_name>
+    <corp_eng_name>MAC SYSTEM CO., LTD.</corp_eng_name>
+    <stock_code>036880</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00350224</corp_code>
+    <corp_name>슈마일렉트론</corp_name>
+    <corp_eng_name>SUMA Electron Co., Ltd.</corp_eng_name>
+    <stock_code>056500</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00101992</corp_code>
+    <corp_name>센추리</corp_name>
+    <corp_eng_name>CENTURY CORP</corp_eng_name>
+    <stock_code>006750</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00151614</corp_code>
+    <corp_name>베네데스하이텍</corp_name>
+    <corp_eng_name>BENEDES HI-TECH Inc</corp_eng_name>
+    <stock_code>009360</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00179832</corp_code>
+    <corp_name>에스오케이</corp_name>
+    <corp_eng_name>SOK Co., Ltd.</corp_eng_name>
+    <stock_code>032610</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_code>00241120</corp_code>
+    <corp_name>세원텔레콤</corp_name>
+    <corp_eng_name>Sewon Telecom Ltd.</corp_eng_name>
+    <stock_code>036910</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00277985</corp_code>
+    <corp_name>한강구조조정기금</corp_name>
+    <corp_eng_name>HANKANG RESTRUCTURING FUND</corp_eng_name>
+    <stock_code>036060</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_code>00325918</corp_code>
+    <corp_name>케이엔티</corp_name>
+    <corp_eng_name>Korea Neo Technology Co. Ltd</corp_eng_name>
+    <stock_code>036590</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00110981</corp_code>
+    <corp_name>대아리드선</corp_name>
+    <corp_eng_name>DAEA LEAD WIRE CO.,LTD</corp_eng_name>
+    <stock_code>009940</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>국민은행</corp_name>
+    <corp_eng_name>Kookmin Bank</corp_eng_name>
+    <stock_code>031150</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00257361</corp_code>
+    <corp_name>월드텔레콤</corp_name>
+    <corp_eng_name>WORLD TELECOM CO.,LTD</corp_eng_name>
+    <stock_code>047610</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>업필</corp_name>
+    <corp_eng_name>Up Feel CO.,LTD.</corp_eng_name>
+    <stock_code>054370</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00248406</corp_code>
+    <corp_name>화림모드</corp_name>
+    <corp_eng_name>HWARIMMODE CO.,LTD</corp_eng_name>
+    <stock_code>045920</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00110963</corp_code>
+    <corp_name>대아건설</corp_name>
+    <corp_eng_name>DaeaConstruction</corp_eng_name>
+    <stock_code>000380</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00267021</corp_code>
+    <corp_name>창민테크</corp_name>
+    <corp_eng_name>CHANG MIN TECH CO., LTD</corp_eng_name>
+    <stock_code>042960</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00330406</corp_code>
+    <corp_name>씨제이엔터테인먼트</corp_name>
+    <corp_eng_name>CJ Entertainment INC.</corp_eng_name>
+    <stock_code>049370</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00110079</corp_code>
+    <corp_name>대백쇼핑</corp_name>
+    <corp_eng_name>Debec Shopping</corp_eng_name>
+    <stock_code>027700</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00141440</corp_code>
+    <corp_name>지니웍스</corp_name>
+    <corp_eng_name>GenieWorks Co.,Ltd.</corp_eng_name>
+    <stock_code>036600</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00135670</corp_code>
+    <corp_name>신광기업</corp_name>
+    <corp_eng_name>SHINKWANG ENTERPRISE CO.,LTD</corp_eng_name>
+    <stock_code>001580</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>유진종합개발</corp_name>
+    <corp_eng_name>YujinDevelopment&amp;Construction</corp_eng_name>
+    <stock_code>023420</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00371139</corp_code>
+    <corp_name>휘튼</corp_name>
+    <corp_eng_name>FITTON Co., Ltd</corp_eng_name>
+    <stock_code>066480</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00218654</corp_code>
+    <corp_name>엠바이엔</corp_name>
+    <corp_eng_name>MbyN Inc</corp_eng_name>
+    <stock_code>031970</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00115852</corp_code>
+    <corp_name>두산건설</corp_name>
+    <corp_eng_name></corp_eng_name>
+    <stock_code>002950</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00113696</corp_code>
+    <corp_name>대호</corp_name>
+    <corp_eng_name>DAEHO CORPORATION</corp_eng_name>
+    <stock_code>001980</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00253514</corp_code>
+    <corp_name>한신코퍼레이션</corp_name>
+    <corp_eng_name>HAHN SHIN CORPORATION</corp_eng_name>
+    <stock_code>037120</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00105509</corp_code>
+    <corp_name>금강화섬</corp_name>
+    <corp_eng_name>KUMKANG TRADING CO.,LTD</corp_eng_name>
+    <stock_code>010730</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00163178</corp_code>
+    <corp_name>우리증권</corp_name>
+    <corp_eng_name>WOORI SECURITIES CO.,LTD</corp_eng_name>
+    <stock_code>001280</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00264185</corp_code>
+    <corp_name>피코소프트</corp_name>
+    <corp_eng_name>picosoft co.,ltd.</corp_eng_name>
+    <stock_code>039580</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00265157</corp_code>
+    <corp_name>바이오시스</corp_name>
+    <corp_eng_name>Biosys co.,ltd</corp_eng_name>
+    <stock_code>035960</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00270405</corp_code>
+    <corp_name>윌텍정보통신</corp_name>
+    <corp_eng_name>Willtek corporation</corp_eng_name>
+    <stock_code>039390</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00125406</corp_code>
+    <corp_name>삼도물산</corp_name>
+    <corp_eng_name>SAMDO CORPORATION</corp_eng_name>
+    <stock_code>002930</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00258731</corp_code>
+    <corp_name>현대멀티캡</corp_name>
+    <corp_eng_name>Hyundai MultiCAV Co.,Ltd</corp_eng_name>
+    <stock_code>035910</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00822572</corp_code>
+    <corp_name>씨아이에스</corp_name>
+    <corp_eng_name>Creative &amp; Innovative System Corporation</corp_eng_name>
+    <stock_code>144630</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>코리아퍼시픽01호선박투자회사</corp_name>
+    <corp_eng_name>Korea Pacific No.01 Ship Investment Co.,Ltd.</corp_eng_name>
+    <stock_code>090970</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00580612</corp_code>
+    <corp_name>코리아퍼시픽02호선박투자회사</corp_name>
+    <corp_eng_name>Korea Pacific No.02 Ship Investment Co.,Ltd.</corp_eng_name>
+    <stock_code>090980</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>신양오라컴디스플레이</corp_name>
+    <corp_eng_name>SHINYANG AURACOM DISPLAY Co.,Ltd.</corp_eng_name>
+    <stock_code>086830</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>미래에셋증권</corp_name>
+    <corp_eng_name>MIRAE ASSET SECURITIES CO.,LTD</corp_eng_name>
+    <stock_code>037620</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>이룸지엔지</corp_name>
+    <corp_eng_name>EROOM G&amp;G CO.,LTD.</corp_eng_name>
+    <stock_code>050640</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>에스와이이노베이션</corp_name>
+    <corp_eng_name>SY Innovation Co., Ltd.</corp_eng_name>
+    <stock_code>194860</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>코리아퍼시픽03호선박투자회사</corp_name>
+    <corp_eng_name>Korea Pacific No.03 Ship Investment Co.,Ltd.</corp_eng_name>
+    <stock_code>090990</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>코리아퍼시픽04호선박투자회사</corp_name>
+    <corp_eng_name>Korea Pacific No.04 Ship Investment Co.,Ltd.</corp_eng_name>
+    <stock_code>091000</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00262123</corp_code>
+    <corp_name>유아이에너지</corp_name>
+    <corp_eng_name>UI Energy Corporation</corp_eng_name>
+    <stock_code>050050</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00533696</corp_code>
+    <corp_name>아시아퍼시픽14호선박투자회사</corp_name>
+    <corp_eng_name>ASIA PACIFIC NO. 14 SHIP INVESTMENT CO.,LTD</corp_eng_name>
+    <stock_code>083610</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>아시아퍼시픽13호선박투자회사</corp_name>
+    <corp_eng_name>ASIA PACIFIC NO. 13 SHIP INVESTMENT CO.,LTD</corp_eng_name>
+    <stock_code>083600</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>아시아퍼시픽10호선박투자회사</corp_name>
+    <corp_eng_name>ASIA PACIFIC NO. 10 SHIP INVESTMENT CO.,LTD</corp_eng_name>
+    <stock_code>083570</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>현대에이블기업인수목적1호</corp_name>
+    <corp_eng_name>Hyundai Able 1st Special Purpose Acquisition Company</corp_eng_name>
+    <stock_code>204760</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00533793</corp_code>
+    <corp_name>아시아퍼시픽11호선박투자회사</corp_name>
+    <corp_eng_name>ASIA PACIFIC NO. 11 SHIP INVESTMENT CO.,LTD</corp_eng_name>
+    <stock_code>083580</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>아시아퍼시픽12호선박투자회사</corp_name>
+    <corp_eng_name>ASIA PACIFIC NO. 12 SHIP INVESTMENT CO.,LTD</corp_eng_name>
+    <stock_code>083590</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>BusanTextile</corp_eng_name>
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+    <modify_date>20170630</modify_date>
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+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>Hyundai Paint co.,LTD</corp_eng_name>
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+    <modify_date>20170630</modify_date>
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+    <modify_date>20170630</modify_date>
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+    <modify_date>20170630</modify_date>
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+    <modify_date>20170630</modify_date>
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+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>Hansol Artone Paper Co., Ltd.</corp_eng_name>
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+    <modify_date>20170630</modify_date>
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+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>Badaro No.3 Ship Investment Company</corp_eng_name>
+    <stock_code>092630</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>i-factory Co.,Ltd</corp_eng_name>
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+    <modify_date>20170630</modify_date>
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+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>PLA Co., Ltd.</corp_eng_name>
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+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>ASIA PACIFIC NO. 9 SHIP INVESTMENT CO.,LTD</corp_eng_name>
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+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>Turtleship No.4 Ship Investment Company</corp_eng_name>
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+    <modify_date>20170630</modify_date>
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+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>MIRAEASSETNEWMILLENNIUMKOREAVENTURE FUND1</corp_eng_name>
+    <stock_code>042950</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>Hana Bank</corp_eng_name>
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+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>Ace Hightech Co., Ltd.</corp_eng_name>
+    <stock_code>071930</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>TAECHANG PHAROS.,Ltd.</corp_eng_name>
+    <stock_code>039850</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>PING SHAN TEA GROUP LIMITED</corp_eng_name>
+    <stock_code>950010</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>Standard Firm Co., Ltd.</corp_eng_name>
+    <stock_code>179280</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>BYUCKSAN ENGINEERING &amp; CONSTRUCTION CO.,LTD</corp_eng_name>
+    <stock_code>002530</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>NH INVESTMENT&amp;SECURITIES CO., LTD</corp_eng_name>
+    <stock_code>016420</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>ASIA PACIFIC NO.4 SHIP INVESTMENT CO.,LTD.</corp_eng_name>
+    <stock_code>081210</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>한화화인케미칼</corp_name>
+    <corp_eng_name>HANWHA FINE CHEMICAL CO., LTD.</corp_eng_name>
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+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>JUNGDAWN Co.,Ltd.</corp_eng_name>
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+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>GEOMC CO., LTD.</corp_eng_name>
+    <stock_code>033030</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>EDU-PASS INC.</corp_eng_name>
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+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>IDH CO., LTD.</corp_eng_name>
+    <stock_code>026230</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>Turtleship No. 7 Ship Investment Company</corp_eng_name>
+    <stock_code>134000</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>서울상호저축은행</corp_name>
+    <corp_eng_name>Seoul Mutual Savings Bank</corp_eng_name>
+    <stock_code>016560</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_eng_name>WISEPOWER CO.,LTD</corp_eng_name>
+    <stock_code>040670</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>KOCREF15CR-REIT</corp_eng_name>
+    <stock_code>121550</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>TBROAD HANVIT BROADCASTING CO., LTD.</corp_eng_name>
+    <stock_code>043890</stock_code>
+    <modify_date>20170630</modify_date>
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+    <modify_date>20170630</modify_date>
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+    <corp_name>동성하이켐</corp_name>
+    <corp_eng_name>DONGSUNG HIGHCHEM CO., LTD</corp_eng_name>
+    <stock_code>013450</stock_code>
+    <modify_date>20170630</modify_date>
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+    <stock_code>067130</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_eng_name>Korea Pacific No.07 Ship Investment Co., Ltd.</corp_eng_name>
+    <stock_code>099210</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>씨유전자</corp_name>
+    <corp_eng_name>CU ELECTRONICS CO., LTD.</corp_eng_name>
+    <stock_code>056340</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>SAMMOK KANG UP CO.,LTD.</corp_eng_name>
+    <stock_code>158380</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <stock_code>037630</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>솔빛미디어</corp_name>
+    <corp_eng_name>Solvit Media, Inc</corp_eng_name>
+    <stock_code>044440</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>에프지엔개발전문자기관리부동산투자회사</corp_name>
+    <corp_eng_name>FGN Real Estate Development Investment Trust co.,Ltd.</corp_eng_name>
+    <stock_code>119250</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_eng_name>Fantagio Co., LTD</corp_eng_name>
+    <stock_code>187770</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>현대하이스코</corp_name>
+    <corp_eng_name>HYUNDAI HYSCO</corp_eng_name>
+    <stock_code>010520</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_eng_name>Turtleship No.1 Ship Investment Company</corp_eng_name>
+    <stock_code>092970</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_eng_name>Core S&amp;I Co., Ltd</corp_eng_name>
+    <stock_code>052350</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00810531</corp_code>
+    <corp_name>자원메디칼</corp_name>
+    <corp_eng_name>JAWON MEDICAL CO., LTD.</corp_eng_name>
+    <stock_code>181980</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>삼우이엠씨</corp_name>
+    <corp_eng_name>SamwooEMC</corp_eng_name>
+    <stock_code>026250</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>어울림정보기술</corp_name>
+    <corp_eng_name>Oullim Information Technology, Inc</corp_eng_name>
+    <stock_code>038320</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>티브로드도봉강북방송</corp_name>
+    <corp_eng_name>Tbroad DobongGangbuk Broadcasting Co.,Ltd.</corp_eng_name>
+    <stock_code>035210</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00138127</corp_code>
+    <corp_name>티이씨앤코</corp_name>
+    <corp_eng_name>TEC&amp;Co Co.,Ltd</corp_eng_name>
+    <stock_code>008900</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00156521</corp_code>
+    <corp_name>화인자산관리</corp_name>
+    <corp_eng_name>Fine Asset Management Corporation</corp_eng_name>
+    <stock_code>010460</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_code>00120377</corp_code>
+    <corp_name>로케트전기</corp_name>
+    <corp_eng_name>ROCKET ELECTRIC CO.,LTD</corp_eng_name>
+    <stock_code>000420</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_code>00136970</corp_code>
+    <corp_name>신일건업</corp_name>
+    <corp_eng_name>SHINIL ENGINEERING CO.,LTD</corp_eng_name>
+    <stock_code>014350</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_code>00148328</corp_code>
+    <corp_name>제일모직</corp_name>
+    <corp_eng_name>CHEIL INDUSTRIES INC</corp_eng_name>
+    <stock_code>001300</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00842479</corp_code>
+    <corp_name>퓨얼셀파워</corp_name>
+    <corp_eng_name>Fuelcellpower Co.,Ltd.</corp_eng_name>
+    <stock_code>139170</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00907660</corp_code>
+    <corp_name>아루히</corp_name>
+    <corp_eng_name>ARUHI Corporation</corp_eng_name>
+    <stock_code>950100</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00351269</corp_code>
+    <corp_name>지티앤티</corp_name>
+    <corp_eng_name>GT&amp;T CO., LTD.</corp_eng_name>
+    <stock_code>053870</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00350251</corp_code>
+    <corp_name>모아에스앤에스</corp_name>
+    <corp_eng_name>MOASNS Co., Ltd.</corp_eng_name>
+    <stock_code>052880</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00206127</corp_code>
+    <corp_name>어울림엘시스</corp_name>
+    <corp_eng_name>Oullim Elses Inc.</corp_eng_name>
+    <stock_code>033280</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00846396</corp_code>
+    <corp_name>이코리아자기관리부동산투자회사</corp_name>
+    <corp_eng_name>e-Corea Real Estate Investment Trusts Co., Ltd</corp_eng_name>
+    <stock_code>138440</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00144155</corp_code>
+    <corp_name>SK</corp_name>
+    <corp_eng_name>SK Holdings Co., Ltd.</corp_eng_name>
+    <stock_code>003600</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_code>00678281</corp_code>
+    <corp_name>에이치앤아이</corp_name>
+    <corp_eng_name>H&amp;I.,LTD</corp_eng_name>
+    <stock_code>103650</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_code>00314888</corp_code>
+    <corp_name>디에스</corp_name>
+    <corp_eng_name>DS CO., LTD</corp_eng_name>
+    <stock_code>051710</stock_code>
+    <modify_date>20170630</modify_date>
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+    <corp_name>유니드코리아</corp_name>
+    <corp_eng_name>uNeedkorea Co.,Ltd</corp_eng_name>
+    <stock_code>110500</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00451116</corp_code>
+    <corp_name>아이레보</corp_name>
+    <corp_eng_name>iREVO Inc.</corp_eng_name>
+    <stock_code>072430</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00159926</corp_code>
+    <corp_name>포스코티엠씨</corp_name>
+    <corp_eng_name>POSCO TMC CO., LTD.</corp_eng_name>
+    <stock_code>010150</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>거북선2호선박투자회사</corp_name>
+    <corp_eng_name>Turtleship No.2 Ship Investment Company</corp_eng_name>
+    <stock_code>101380</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00512550</corp_code>
+    <corp_name>아시아퍼시픽5호선박투자회사</corp_name>
+    <corp_eng_name>ASIA PACIFIC NO.5 SHIP INVESTMENT CO.,LTD.</corp_eng_name>
+    <stock_code>082240</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_name>아시아퍼시픽7호선박투자회사</corp_name>
+    <corp_eng_name>ASIA PACIFIC NO. 7 SHIP INVESTMENT CO.,LTD</corp_eng_name>
+    <stock_code>082260</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00512541</corp_code>
+    <corp_name>아시아퍼시픽6호선박투자회사</corp_name>
+    <corp_eng_name>ASIA PACIFIC NO.6 SHIP INVESTMENT CO.,LTD.</corp_eng_name>
+    <stock_code>082250</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>01047929</corp_code>
+    <corp_name>에스케이제1호기업인수목적</corp_name>
+    <corp_eng_name>SK No.1 Special Purpose Acquisition Company</corp_eng_name>
+    <stock_code>207930</stock_code>
+    <modify_date>20171106</modify_date>
+  </list>
+  <list>
+    <corp_code>01064315</corp_code>
+    <corp_name>대우기업인수목적3호</corp_name>
+    <corp_eng_name>DAEWOO SPECIAL PURPOSE ACQUISITION 3 CO., LTD.</corp_eng_name>
+    <stock_code>215580</stock_code>
+    <modify_date>20171226</modify_date>
+  </list>
+  <list>
+    <corp_code>01047567</corp_code>
+    <corp_name>엔에이치에스엘기업인수목적</corp_name>
+    <corp_eng_name>NH SL SPECIAL PURPOSE ACQUISITION CO., LTD.</corp_eng_name>
+    <stock_code>207720</stock_code>
+    <modify_date>20171016</modify_date>
+  </list>
+  <list>
+    <corp_code>01043871</corp_code>
+    <corp_name>케이티비기업인수목적1호</corp_name>
+    <corp_eng_name>KTB SPECIAL PURPOSE ACQUISITION COMPANY 1 CO., LTD</corp_eng_name>
+    <stock_code>204650</stock_code>
+    <modify_date>20170707</modify_date>
+  </list>
+  <list>
+    <corp_code>01065536</corp_code>
+    <corp_name>미래에셋제3호기업인수목적</corp_name>
+    <corp_eng_name>MIRAEASSET No.3 SPAC CO.,LTD.</corp_eng_name>
+    <stock_code>215750</stock_code>
+    <modify_date>20180104</modify_date>
+  </list>
+  <list>
+    <corp_code>00636045</corp_code>
+    <corp_name>넥솔론</corp_name>
+    <corp_eng_name>Nexolon Company Limited.</corp_eng_name>
+    <stock_code>110570</stock_code>
+    <modify_date>20170918</modify_date>
+  </list>
+  <list>
+    <corp_code>00632331</corp_code>
+    <corp_name>디피앤케이</corp_name>
+    <corp_eng_name>Design Power &amp; Korea Co., Ltd.</corp_eng_name>
+    <stock_code>189700</stock_code>
+    <modify_date>20171220</modify_date>
+  </list>
+  <list>
+    <corp_code>00974459</corp_code>
+    <corp_name>비앤에스미디어</corp_name>
+    <corp_eng_name>B&amp;S MEDIA CO., LTD</corp_eng_name>
+    <stock_code>156170</stock_code>
+    <modify_date>20170918</modify_date>
+  </list>
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+    <corp_code>00461690</corp_code>
+    <corp_name>세화피앤씨</corp_name>
+    <corp_eng_name>SEWHA P&amp;C INC.</corp_eng_name>
+    <stock_code>085980</stock_code>
+    <modify_date>20170919</modify_date>
+  </list>
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+    <corp_code>01111057</corp_code>
+    <corp_name>에스지에이시스템즈</corp_name>
+    <corp_eng_name>SGA SYSTEMS Co., Ltd.</corp_eng_name>
+    <stock_code>232290</stock_code>
+    <modify_date>20171222</modify_date>
+  </list>
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+    <corp_code>00823687</corp_code>
+    <corp_name>웨이포트유한공사</corp_name>
+    <corp_eng_name>WAYPORT(H.K.) CO., LIMITED</corp_eng_name>
+    <stock_code>900130</stock_code>
+    <modify_date>20170725</modify_date>
+  </list>
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+    <corp_code>00318538</corp_code>
+    <corp_name>아스팩오일</corp_name>
+    <corp_eng_name>ASPACOIL Co.,Ltd</corp_eng_name>
+    <stock_code>232360</stock_code>
+    <modify_date>20170725</modify_date>
+  </list>
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+    <corp_code>00855145</corp_code>
+    <corp_name>하이골드오션2호선박투자회사</corp_name>
+    <corp_eng_name>HI GOLD OCEAN NO.2 SHIP INVESTMENT CO., LTD.</corp_eng_name>
+    <stock_code>139200</stock_code>
+    <modify_date>20171127</modify_date>
+  </list>
+  <list>
+    <corp_code>01046179</corp_code>
+    <corp_name>골든브릿지제2호기업인수목적</corp_name>
+    <corp_eng_name>Goldenbridge No.2 Special Purpose Acquisition Co., LTD</corp_eng_name>
+    <stock_code>206660</stock_code>
+    <modify_date>20171020</modify_date>
+  </list>
+  <list>
+    <corp_code>00110495</corp_code>
+    <corp_name>대성합동지주</corp_name>
+    <corp_eng_name>DAESUNG GROUP PARTNERS CO.,LTD.</corp_eng_name>
+    <stock_code>005620</stock_code>
+    <modify_date>20170825</modify_date>
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+    <corp_name>중국원양자원유한공사</corp_name>
+    <corp_eng_name>CHINA OCEAN RESOURCES CO.,LTD.</corp_eng_name>
+    <stock_code>900050</stock_code>
+    <modify_date>20170927</modify_date>
+  </list>
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+    <corp_code>00533678</corp_code>
+    <corp_name>아시아퍼시픽15호선박투자회사</corp_name>
+    <corp_eng_name>ASIA PACIFIC NO. 15 SHIP INVESTMENT CO.,LTD</corp_eng_name>
+    <stock_code>083620</stock_code>
+    <modify_date>20170731</modify_date>
+  </list>
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+    <corp_code>01047716</corp_code>
+    <corp_name>하나머스트3호기업인수목적</corp_name>
+    <corp_eng_name>Hana Must Third Special Purpose Acquisition Company</corp_eng_name>
+    <stock_code>208870</stock_code>
+    <modify_date>20170731</modify_date>
+  </list>
+  <list>
+    <corp_code>00686147</corp_code>
+    <corp_name>신성에프에이</corp_name>
+    <corp_eng_name>SHINSUNG FA CO., LTD.</corp_eng_name>
+    <stock_code>104120</stock_code>
+    <modify_date>20171207</modify_date>
+  </list>
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+    <corp_code>00686068</corp_code>
+    <corp_name>신성이엔지</corp_name>
+    <corp_eng_name>SHINSUNG ENG CO., LTD.</corp_eng_name>
+    <stock_code>104110</stock_code>
+    <modify_date>20171208</modify_date>
+  </list>
+  <list>
+    <corp_code>00163619</corp_code>
+    <corp_name>한진피앤씨</corp_name>
+    <corp_eng_name>Hanjin P&amp;C CO., LTD</corp_eng_name>
+    <stock_code>061460</stock_code>
+    <modify_date>20170929</modify_date>
+  </list>
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+    <corp_code>00967778</corp_code>
+    <corp_name>나이코</corp_name>
+    <corp_eng_name>NYCO CO.,LTD.</corp_eng_name>
+    <stock_code>192240</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>01038161</corp_code>
+    <corp_name>대우기업인수목적2호</corp_name>
+    <corp_eng_name>DAEWOO SPECIAL PURPOSE ACQUISITION 2 CO., LTD.</corp_eng_name>
+    <stock_code>204440</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
+  <list>
+    <corp_code>00267960</corp_code>
+    <corp_name>에스에스컴텍</corp_name>
+    <corp_eng_name>SS COMTECH Co., Ltd.</corp_eng_name>
+    <stock_code>036500</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>00529310</corp_code>
+    <corp_name>동북아10호선박투자회사</corp_name>
+    <corp_eng_name>DONGBUKA NO.10 SHIP INVESTMENT CO.</corp_eng_name>
+    <stock_code>083350</stock_code>
+    <modify_date>20170630</modify_date>
+  </list>
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+    <corp_code>01080410</corp_code>
+    <corp_name>골든브릿지제3호기업인수목적</corp_name>
+    <corp_eng_name>Goldenbridge No.3 Special Purpose Acquisition Co., LTD.</corp_eng_name>
+    <stock_code>219580</stock_code>
+    <modify_date>20180207</modify_date>
+  </list>
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+    <corp_code>00413824</corp_code>
+    <corp_name>제이앤유글로벌</corp_name>
+    <corp_eng_name>JNU GLOBAL INCORPORATION.</corp_eng_name>
+    <stock_code>086200</stock_code>
+    <modify_date>20180508</modify_date>
+  </list>
+  <list>
+    <corp_code>01090301</corp_code>
+    <corp_name>케이비제8호기업인수목적</corp_name>
+    <corp_eng_name>KB No.8 Special Purpose Acquistion Company</corp_eng_name>
+    <stock_code>222390</stock_code>
+    <modify_date>20180313</modify_date>
+  </list>
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+    <corp_name>패션플랫폼</corp_name>
+    <corp_eng_name>Fashion Platform Co.,Ltd.</corp_eng_name>
+    <stock_code>256090</stock_code>
+    <modify_date>20180213</modify_date>
+  </list>
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+    <corp_code>01075047</corp_code>
+    <corp_name>키움제3호기업인수목적</corp_name>
+    <corp_eng_name>Kiwoom No.3 Special Purpose Aquisition Company</corp_eng_name>
+    <stock_code>218710</stock_code>
+    <modify_date>20180214</modify_date>
+  </list>
+  <list>
+    <corp_code>01089828</corp_code>
+    <corp_name>유진기업인수목적3호</corp_name>
+    <corp_eng_name>EUGENE SPECIAL PURPOSE ACQUISITION 3 CO., LTD.</corp_eng_name>
+    <stock_code>221200</stock_code>
+    <modify_date>20180417</modify_date>
+  </list>
+  <list>
+    <corp_code>01087079</corp_code>
+    <corp_name>한화에이스기업인수목적2호</corp_name>
+    <corp_eng_name>Hanwha Ace Special Purpose Acquisition 2nd Co., LTD.</corp_eng_name>
+    <stock_code>219860</stock_code>
+    <modify_date>20180302</modify_date>
+  </list>
+  <list>
+    <corp_code>01072660</corp_code>
+    <corp_name>엔에이치기업인수목적7호</corp_name>
+    <corp_eng_name>NH SPECIAL PURPOSE ACQUISITION 7 CO., LTD.</corp_eng_name>
+    <stock_code>217810</stock_code>
+    <modify_date>20180119</modify_date>
+  </list>
+  <list>
+    <corp_code>01091391</corp_code>
+    <corp_name>교보5호기업인수목적</corp_name>
+    <corp_eng_name>Kyobo 5 Special Purpose Acquisition Company</corp_eng_name>
+    <stock_code>223040</stock_code>
+    <modify_date>20180330</modify_date>
+  </list>
+  <list>
+    <corp_code>01089961</corp_code>
+    <corp_name>케이비드림투게더제3호기업인수목적</corp_name>
+    <corp_eng_name>KB Dream Together 3rd Special Purpose Acquisition Co., LTD.</corp_eng_name>
+    <stock_code>221950</stock_code>
+    <modify_date>20180330</modify_date>
+  </list>
+  <list>
+    <corp_code>01089387</corp_code>
+    <corp_name>유안타제2호기업인수목적</corp_name>
+    <corp_eng_name>Yuanta 2 SPECIAL PURPOSE ACQUISITION CO.,LTD.</corp_eng_name>
+    <stock_code>219960</stock_code>
+    <modify_date>20180223</modify_date>
+  </list>
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+    <corp_code>01111765</corp_code>
+    <corp_name>에스엠로보틱스</corp_name>
+    <corp_eng_name>SMROBOTICS Inc.</corp_eng_name>
+    <stock_code>252940</stock_code>
+    <modify_date>20180425</modify_date>
+  </list>
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+    <corp_code>01115257</corp_code>
+    <corp_name>시냅스엠</corp_name>
+    <corp_eng_name>SCENAPPSM inc.</corp_eng_name>
+    <stock_code>246830</stock_code>
+    <modify_date>20180514</modify_date>
+  </list>
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+    <corp_code>01109186</corp_code>
+    <corp_name>동부제4호기업인수목적</corp_name>
+    <corp_eng_name>Dongbu 4th Special Purpose Acquisition Co.,Ltd.</corp_eng_name>
+    <stock_code>230490</stock_code>
+    <modify_date>20180726</modify_date>
+  </list>
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+    <corp_name>태경피엔에스</corp_name>
+    <corp_eng_name>TAEKYUNG PNS CO.,LTD</corp_eng_name>
+    <stock_code>235090</stock_code>
+    <modify_date>20180801</modify_date>
+  </list>
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+    <corp_code>00130949</corp_code>
+    <corp_name>카카오엠</corp_name>
+    <corp_eng_name>Kakao M Corp.</corp_eng_name>
+    <stock_code>016170</stock_code>
+    <modify_date>20180918</modify_date>
+  </list>
+  <list>
+    <corp_code>00202778</corp_code>
+    <corp_name>썬코어</corp_name>
+    <corp_eng_name>Suncore, Inc.</corp_eng_name>
+    <stock_code>051170</stock_code>
+    <modify_date>20180820</modify_date>
+  </list>
+  <list>
+    <corp_code>01090921</corp_code>
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+    <corp_name>에이텍모빌리티</corp_name>
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+    <corp_name>에이블씨엔씨</corp_name>
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+    <corp_eng_name>Korea Electronic Power Industrial Development Co., Ltd</corp_eng_name>
+    <stock_code>130660</stock_code>
+    <modify_date>20230811</modify_date>
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+    <corp_name>SK증권제10호스팩</corp_name>
+    <corp_eng_name>SK Securities No.10 Special Purpose Acquisition Company</corp_eng_name>
+    <stock_code>457940</stock_code>
+    <modify_date>20230811</modify_date>
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+    <corp_name>엔에이치스팩29호</corp_name>
+    <corp_eng_name>NH SPECIAL PURPOSE ACQUISITION 29 COMPANY</corp_eng_name>
+    <stock_code>451700</stock_code>
+    <modify_date>20230623</modify_date>
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+    <corp_name>KB제25호스팩</corp_name>
+    <corp_eng_name>KB No.25 Special Purpose Acquisition Company</corp_eng_name>
+    <stock_code>455250</stock_code>
+    <modify_date>20230623</modify_date>
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+    <corp_name>유투바이오</corp_name>
+    <corp_eng_name>U2BIO CO., LTD.</corp_eng_name>
+    <stock_code>221800</stock_code>
+    <modify_date>20231102</modify_date>
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+    <corp_name>아이비케이에스제17호기업인수목적</corp_name>
+    <corp_eng_name>IBKS No. 17 Special Purpose Acquisition  Company</corp_eng_name>
+    <stock_code>405350</stock_code>
+    <modify_date>20231103</modify_date>
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+    <corp_name>DS단석</corp_name>
+    <corp_eng_name>DS DANSUK CO., LTD.</corp_eng_name>
+    <stock_code>017860</stock_code>
+    <modify_date>20231222</modify_date>
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+    <corp_name>하나30호스팩</corp_name>
+    <corp_eng_name>Hana 30 Special Purpose Acquisition Company</corp_eng_name>
+    <stock_code>469880</stock_code>
+    <modify_date>20231222</modify_date>
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+    <corp_name>삼성기업인수목적4호</corp_name>
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+    <stock_code>377630</stock_code>
+    <modify_date>20231227</modify_date>
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+    <corp_name>티케이케미칼</corp_name>
+    <corp_eng_name>TK CHEMICAL CORPORATION</corp_eng_name>
+    <stock_code>104480</stock_code>
+    <modify_date>20240111</modify_date>
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+    <corp_eng_name>KolmarBNH Co., Ltd</corp_eng_name>
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+    <modify_date>20240111</modify_date>
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+    <corp_name>신한은행</corp_name>
+    <corp_eng_name>SHINHAN BANK</corp_eng_name>
+    <stock_code>000010</stock_code>
+    <modify_date>20230410</modify_date>
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+    <corp_name>케이엔더블유</corp_name>
+    <corp_eng_name>KNW Co., Ltd.</corp_eng_name>
+    <stock_code>105330</stock_code>
+    <modify_date>20230828</modify_date>
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+    <corp_eng_name>KB No.23 Special Purpose Acquisition Company</corp_eng_name>
+    <stock_code>440200</stock_code>
+    <modify_date>20231103</modify_date>
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+    <corp_name>세니젠</corp_name>
+    <corp_eng_name>SANIGEN Co., Ltd.</corp_eng_name>
+    <stock_code>188260</stock_code>
+    <modify_date>20231103</modify_date>
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+    <corp_name>KB제27호스팩</corp_name>
+    <corp_eng_name>KB No.27 Special Purpose Acquisition Company</corp_eng_name>
+    <stock_code>464680</stock_code>
+    <modify_date>20231103</modify_date>
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+    <corp_name>쏘닉스</corp_name>
+    <corp_eng_name>SAWNICS INC.</corp_eng_name>
+    <stock_code>088280</stock_code>
+    <modify_date>20231107</modify_date>
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+    <corp_name>데코앤에프</corp_name>
+    <corp_eng_name>DECO&amp;F CO.,LTD.</corp_eng_name>
+    <stock_code>017680</stock_code>
+    <modify_date>20230515</modify_date>
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+    <corp_eng_name>HMCIB No.4 Special Purpose Acquisition Company</corp_eng_name>
+    <stock_code>353070</stock_code>
+    <modify_date>20230310</modify_date>
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+    <corp_name>트레스</corp_name>
+    <corp_eng_name>TRES Co., Ltd.</corp_eng_name>
+    <stock_code>102210</stock_code>
+    <modify_date>20230411</modify_date>
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+    <corp_name>미래에셋드림스팩1호</corp_name>
+    <corp_eng_name>Mirae Asset Dream Special Purpose Acquisition 1 Company</corp_eng_name>
+    <stock_code>442900</stock_code>
+    <modify_date>20230315</modify_date>
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+    <corp_name>SNT다이내믹스</corp_name>
+    <corp_eng_name>SNT DYNAMICS CO.,Ltd</corp_eng_name>
+    <stock_code>003570</stock_code>
+    <modify_date>20230315</modify_date>
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+    <corp_name>S-Oil</corp_name>
+    <corp_eng_name>S-Oil Corporation</corp_eng_name>
+    <stock_code>010950</stock_code>
+    <modify_date>20230510</modify_date>
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+    <corp_name>한국무브넥스</corp_name>
+    <corp_eng_name>KOREA MOVENEX CO., LTD.</corp_eng_name>
+    <stock_code>010100</stock_code>
+    <modify_date>20230510</modify_date>
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+    <corp_name>하나금융19호기업인수목적</corp_name>
+    <corp_eng_name>Hana Financial Nineteen Special Purpose Acquisition Company</corp_eng_name>
+    <stock_code>388220</stock_code>
+    <modify_date>20230523</modify_date>
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+    <corp_name>팸텍</corp_name>
+    <corp_eng_name>PAMTEK CO., LTD.</corp_eng_name>
+    <stock_code>271830</stock_code>
+    <modify_date>20230523</modify_date>
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+    <corp_name>이수화학</corp_name>
+    <corp_eng_name>ISU CHEMICAL CO.,LTD</corp_eng_name>
+    <stock_code>005950</stock_code>
+    <modify_date>20230525</modify_date>
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+    <corp_name>케이엔솔</corp_name>
+    <corp_eng_name>K-ENSOL CO., LTD.</corp_eng_name>
+    <stock_code>053080</stock_code>
+    <modify_date>20230615</modify_date>
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+    <corp_name>흥국</corp_name>
+    <corp_eng_name>HEUNGKUK METALTECH CO.,LTD.</corp_eng_name>
+    <stock_code>010240</stock_code>
+    <modify_date>20230223</modify_date>
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+    <corp_name>도이치모터스</corp_name>
+    <corp_eng_name>DEUTSCH MOTORS INC.</corp_eng_name>
+    <stock_code>067990</stock_code>
+    <modify_date>20230223</modify_date>
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+    <corp_code>00116949</corp_code>
+    <corp_name>DN오토모티브</corp_name>
+    <corp_eng_name>DN AUTOMOTIVE CORPORATION</corp_eng_name>
+    <stock_code>007340</stock_code>
+    <modify_date>20230412</modify_date>
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+    <corp_name>삼진엘앤디</corp_name>
+    <corp_eng_name>SAMJIN LND COMPANY LIMITED</corp_eng_name>
+    <stock_code>054090</stock_code>
+    <modify_date>20230412</modify_date>
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+    <corp_name>주연테크</corp_name>
+    <corp_eng_name>JOOYONTECH CO.,LTD.</corp_eng_name>
+    <stock_code>044380</stock_code>
+    <modify_date>20230412</modify_date>
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+    <corp_name>다이오진</corp_name>
+    <corp_eng_name>DIOGENE CO., LTD</corp_eng_name>
+    <stock_code>271850</stock_code>
+    <modify_date>20230412</modify_date>
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+    <corp_name>대보마그네틱</corp_name>
+    <corp_eng_name>DAEBO MAGNETIC CO.,LTD.</corp_eng_name>
+    <stock_code>290670</stock_code>
+    <modify_date>20230224</modify_date>
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+    <corp_name>스맥</corp_name>
+    <corp_eng_name>SMEC CO.,LTD</corp_eng_name>
+    <stock_code>099440</stock_code>
+    <modify_date>20230428</modify_date>
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+    <corp_name>세아메탈</corp_name>
+    <corp_eng_name>SEAH METAL. Co. LTD</corp_eng_name>
+    <stock_code>033020</stock_code>
+    <modify_date>20230223</modify_date>
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+    <corp_name>에코앤드림</corp_name>
+    <corp_eng_name>Eco&amp;Dream Co., Ltd.</corp_eng_name>
+    <stock_code>101360</stock_code>
+    <modify_date>20230223</modify_date>
+  </list>
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+    <corp_name>캐스텍코리아</corp_name>
+    <corp_eng_name>CASTEC KOREA CO.,LTD</corp_eng_name>
+    <stock_code>071850</stock_code>
+    <modify_date>20230614</modify_date>
+  </list>
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+    <corp_code>00770312</corp_code>
+    <corp_name>마니커에프앤지</corp_name>
+    <corp_eng_name>Maniker F&amp;G</corp_eng_name>
+    <stock_code>195500</stock_code>
+    <modify_date>20230904</modify_date>
+  </list>
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+    <corp_code>01227039</corp_code>
+    <corp_name>브릿지바이오</corp_name>
+    <corp_eng_name>BRIDGE BIOTHERAPEUTICS, INC.</corp_eng_name>
+    <stock_code>288330</stock_code>
+    <modify_date>20230906</modify_date>
+  </list>
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+    <corp_code>00220613</corp_code>
+    <corp_name>넥스틸</corp_name>
+    <corp_eng_name>NEXTEEL CO.,LTD.</corp_eng_name>
+    <stock_code>092790</stock_code>
+    <modify_date>20231018</modify_date>
+  </list>
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+    <corp_code>01082418</corp_code>
+    <corp_name>SAMG엔터</corp_name>
+    <corp_eng_name>SAMG ENTERTAINMENT CO.,LTD</corp_eng_name>
+    <stock_code>419530</stock_code>
+    <modify_date>20230425</modify_date>
+  </list>
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+    <corp_code>00302236</corp_code>
+    <corp_name>태양3C</corp_name>
+    <corp_eng_name>3C TAE YANG CO., LTD.</corp_eng_name>
+    <stock_code>052960</stock_code>
+    <modify_date>20230228</modify_date>
+  </list>
+  <list>
+    <corp_code>01328639</corp_code>
+    <corp_name>윙입푸드</corp_name>
+    <corp_eng_name>WING YIP FOOD HOLDINGS GROUP LIMITED</corp_eng_name>
+    <stock_code>900340</stock_code>
+    <modify_date>20230425</modify_date>
+  </list>
+  <list>
+    <corp_code>00191287</corp_code>
+    <corp_name>대동금속</corp_name>
+    <corp_eng_name>DaedongMetal</corp_eng_name>
+    <stock_code>020400</stock_code>
+    <modify_date>20230907</modify_date>
+  </list>
+  <list>
+    <corp_code>01144028</corp_code>
+    <corp_name>씨티케이</corp_name>
+    <corp_eng_name>CTK Co., Ltd</corp_eng_name>
+    <stock_code>260930</stock_code>
+    <modify_date>20230818</modify_date>
+  </list>
+  <list>
+    <corp_code>00176914</corp_code>
+    <corp_name>다우기술</corp_name>
+    <corp_eng_name>DAOU TECHNOLOGY INC</corp_eng_name>
+    <stock_code>023590</stock_code>
+    <modify_date>20231106</modify_date>
+  </list>
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+    <corp_code>01195828</corp_code>
+    <corp_name>대원모방</corp_name>
+    <corp_eng_name>DAEWON WOOL TEXTILE Co., Ltd.</corp_eng_name>
+    <stock_code>311840</stock_code>
+    <modify_date>20230223</modify_date>
+  </list>
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+    <corp_code>01580178</corp_code>
+    <corp_name>대신밸런스제11호기업인수목적</corp_name>
+    <corp_eng_name>Daishin Balance No.11 Special Purpose Acquisition Company</corp_eng_name>
+    <stock_code>397500</stock_code>
+    <modify_date>20230309</modify_date>
+  </list>
+  <list>
+    <corp_code>01504910</corp_code>
+    <corp_name>유안타제8호기업인수목적</corp_name>
+    <corp_eng_name>Yuanta 8 SPECIAL PURPOSE ACQUISITION COMPANY</corp_eng_name>
+    <stock_code>367480</stock_code>
+    <modify_date>20230908</modify_date>
+  </list>
+  <list>
+    <corp_code>00495633</corp_code>
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+    <modify_date>20240102</modify_date>
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+    <modify_date>20230330</modify_date>
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+    <modify_date>20230331</modify_date>
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+    <modify_date>20230331</modify_date>
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+    <modify_date>20230331</modify_date>
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+    <modify_date>20230331</modify_date>
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+    <corp_eng_name>STX Engine Co,.Ltd</corp_eng_name>
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+    <stock_code>056700</stock_code>
+    <modify_date>20230331</modify_date>
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+    <modify_date>20230823</modify_date>
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+    <modify_date>20231113</modify_date>
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+    <corp_eng_name>SY STEEL TECH, Inc.</corp_eng_name>
+    <stock_code>365330</stock_code>
+    <modify_date>20231113</modify_date>
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+    <stock_code>012860</stock_code>
+    <modify_date>20240103</modify_date>
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+    <stock_code>042510</stock_code>
+    <modify_date>20240103</modify_date>
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+    <stock_code>426550</stock_code>
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+    <modify_date>20230703</modify_date>
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+    <modify_date>20230703</modify_date>
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+    <corp_eng_name>Outin Futures Co., Ltd.</corp_eng_name>
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+    <modify_date>20230703</modify_date>
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+    <modify_date>20240115</modify_date>
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+    <modify_date>20230223</modify_date>
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+    <corp_eng_name>SurplusGLOBAL,Inc.</corp_eng_name>
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+    <modify_date>20230223</modify_date>
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+    <corp_eng_name>PLAYWITH KOREA Inc.</corp_eng_name>
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+    <modify_date>20230223</modify_date>
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+    <corp_eng_name>ECOPRO HN CO., LTD</corp_eng_name>
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+    <modify_date>20230223</modify_date>
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+    <corp_name>미래에셋비전스팩2호</corp_name>
+    <corp_eng_name>Mirae Asset Vision Special Purpose Acquisition 2 Company</corp_eng_name>
+    <stock_code>446190</stock_code>
+    <modify_date>20230224</modify_date>
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+    <corp_eng_name>ISUPETASYS CO.,LTD</corp_eng_name>
+    <stock_code>007660</stock_code>
+    <modify_date>20230403</modify_date>
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+    <corp_name>대한제강</corp_name>
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+    <stock_code>000400</stock_code>
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+    <stock_code>477380</stock_code>
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+    <stock_code>405640</stock_code>
+    <modify_date>20240611</modify_date>
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+    <stock_code>323350</stock_code>
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+    <stock_code>046400</stock_code>
+    <modify_date>20250311</modify_date>
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+    <corp_eng_name>Changhae Ethanol Co., Ltd.</corp_eng_name>
+    <stock_code>004650</stock_code>
+    <modify_date>20240327</modify_date>
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+    <corp_eng_name>SeAH Steel Holdings Corporation</corp_eng_name>
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+    <modify_date>20240327</modify_date>
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+    <corp_name>나이스정보통신</corp_name>
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+    <modify_date>20240327</modify_date>
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+    <corp_name>KX하이텍</corp_name>
+    <corp_eng_name>KX HITECH CO.,LTD</corp_eng_name>
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+    <modify_date>20240327</modify_date>
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+    <corp_name>신한카드</corp_name>
+    <corp_eng_name>Shinhan Card Co.,Ltd</corp_eng_name>
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+    <corp_name>녹십자엠에스</corp_name>
+    <corp_eng_name>Green Cross Medical Science Corporation</corp_eng_name>
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+    <modify_date>20250326</modify_date>
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+    <modify_date>20240701</modify_date>
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+    <corp_eng_name>Blitzway Entertainment Co., Ltd.</corp_eng_name>
+    <stock_code>369370</stock_code>
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+    <corp_eng_name>DB Finance No.11 Special Purpose Acquisition Co., Ltd.</corp_eng_name>
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+    <corp_eng_name>DOWOOINSYS Co., LTD.</corp_eng_name>
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+    <corp_eng_name>DEBEC SAVINGS BANK.</corp_eng_name>
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+    <corp_eng_name>iMarketKorea Inc.</corp_eng_name>
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+    <modify_date>20250514</modify_date>
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+    <corp_eng_name>Yuanta 10 SPECIAL PURPOSE ACQUISITION COMPANY</corp_eng_name>
+    <stock_code>435380</stock_code>
+    <modify_date>20250514</modify_date>
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+    <modify_date>20250604</modify_date>
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+    <stock_code>019560</stock_code>
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+    <modify_date>20250702</modify_date>
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+    <modify_date>20250702</modify_date>
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+    <modify_date>20250702</modify_date>
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+    <stock_code>069540</stock_code>
+    <modify_date>20250702</modify_date>
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+    <stock_code>047810</stock_code>
+    <modify_date>20250702</modify_date>
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+    <stock_code>321820</stock_code>
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+    <corp_eng_name>HMCIB No.6 Special Purpose Acquisition Company Corp.</corp_eng_name>
+    <stock_code>462020</stock_code>
+    <modify_date>20250722</modify_date>
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+    <corp_eng_name>DB Finance No.14 Special Purpose Acquisition Co., Ltd.</corp_eng_name>
+    <stock_code>0004Y0</stock_code>
+    <modify_date>20250722</modify_date>
+  </list>
+  <list>
+    <corp_code>01906552</corp_code>
+    <corp_name>엘에스스팩1호</corp_name>
+    <corp_eng_name>LS Special Purpose Acquisition No1 Company</corp_eng_name>
+    <stock_code>0041J0</stock_code>
+    <modify_date>20250722</modify_date>
+  </list>
+  <list>
+    <corp_code>00155586</corp_code>
+    <corp_name>HLB이노베이션</corp_name>
+    <corp_eng_name>HLB innoVation Co.,Ltd.</corp_eng_name>
+    <stock_code>024850</stock_code>
+    <modify_date>20250520</modify_date>
+  </list>
+  <list>
+    <corp_code>00896753</corp_code>
+    <corp_name>에코글로우</corp_name>
+    <corp_eng_name>EcoGlow Co., Ltd.</corp_eng_name>
+    <stock_code>159910</stock_code>
+    <modify_date>20250520</modify_date>
+  </list>
+  <list>
+    <corp_code>01136977</corp_code>
+    <corp_name>마녀공장</corp_name>
+    <corp_eng_name>Manyo Factory  Co., Ltd</corp_eng_name>
+    <stock_code>439090</stock_code>
+    <modify_date>20250520</modify_date>
+  </list>
+  <list>
+    <corp_code>01657197</corp_code>
+    <corp_name>바이오비쥬</corp_name>
+    <corp_eng_name>BIOBIJOU Co., Ltd.</corp_eng_name>
+    <stock_code>489460</stock_code>
+    <modify_date>20250520</modify_date>
+  </list>
+  <list>
+    <corp_code>00293886</corp_code>
+    <corp_name>위닉스</corp_name>
+    <corp_eng_name>WINIX INC.</corp_eng_name>
+    <stock_code>044340</stock_code>
+    <modify_date>20250523</modify_date>
+  </list>
+  <list>
+    <corp_code>01070149</corp_code>
+    <corp_name>올리패스</corp_name>
+    <corp_eng_name>OLIPASS CORPORATION</corp_eng_name>
+    <stock_code>244460</stock_code>
+    <modify_date>20250523</modify_date>
+  </list>
+  <list>
+    <corp_code>01374443</corp_code>
+    <corp_name>인투셀</corp_name>
+    <corp_eng_name>IntoCell, Inc.</corp_eng_name>
+    <stock_code>287840</stock_code>
+    <modify_date>20250523</modify_date>
+  </list>
+  <list>
+    <corp_code>01152586</corp_code>
+    <corp_name>유일로보틱스</corp_name>
+    <corp_eng_name>Yuilrobotics.  co., Ltd</corp_eng_name>
+    <stock_code>388720</stock_code>
+    <modify_date>20250708</modify_date>
+  </list>
+  <list>
+    <corp_code>01675254</corp_code>
+    <corp_name>엔에이치기업인수목적26호</corp_name>
+    <corp_eng_name>NHSPECIAL PURPOSE ACQUISITION26 COMPANY</corp_eng_name>
+    <stock_code>439410</stock_code>
+    <modify_date>20250708</modify_date>
+  </list>
+  <list>
+    <corp_code>00108746</corp_code>
+    <corp_name>DKME</corp_name>
+    <corp_eng_name>DKME Co., Ltd.</corp_eng_name>
+    <stock_code>015590</stock_code>
+    <modify_date>20250519</modify_date>
+  </list>
+  <list>
+    <corp_code>01027794</corp_code>
+    <corp_name>브이원텍</corp_name>
+    <corp_eng_name>V-ONE TECH CO., LTD.</corp_eng_name>
+    <stock_code>251630</stock_code>
+    <modify_date>20250519</modify_date>
+  </list>
+  <list>
+    <corp_code>01262032</corp_code>
+    <corp_name>롯데이노베이트</corp_name>
+    <corp_eng_name>LOTTE INNOVATE Co.,Ltd</corp_eng_name>
+    <stock_code>286940</stock_code>
+    <modify_date>20250519</modify_date>
+  </list>
+  <list>
+    <corp_code>01029394</corp_code>
+    <corp_name>에코마케팅</corp_name>
+    <corp_eng_name>ECHOMARKETING Co.,Ltd.</corp_eng_name>
+    <stock_code>230360</stock_code>
+    <modify_date>20250519</modify_date>
+  </list>
+  <list>
+    <corp_code>01203659</corp_code>
+    <corp_name>이뮨온시아</corp_name>
+    <corp_eng_name>ImmuneOncia Therapeutics, Inc.</corp_eng_name>
+    <stock_code>424870</stock_code>
+    <modify_date>20250519</modify_date>
+  </list>
+  <list>
+    <corp_code>01602638</corp_code>
+    <corp_name>한싹</corp_name>
+    <corp_eng_name>Hanssak Co., Ltd.</corp_eng_name>
+    <stock_code>430690</stock_code>
+    <modify_date>20250526</modify_date>
+  </list>
+  <list>
+    <corp_code>01674538</corp_code>
+    <corp_name>엔에이치기업인수목적24호</corp_name>
+    <corp_eng_name>NH SPECIAL PURPOSE ACQUISITION 24 COMPANY</corp_eng_name>
+    <stock_code>437780</stock_code>
+    <modify_date>20250526</modify_date>
+  </list>
+  <list>
+    <corp_code>01669475</corp_code>
+    <corp_name>하나금융25호기업인수목적</corp_name>
+    <corp_eng_name>Hana Financial Twenty-five SPAC</corp_eng_name>
+    <stock_code>435620</stock_code>
+    <modify_date>20250526</modify_date>
+  </list>
+  <list>
+    <corp_code>00232089</corp_code>
+    <corp_name>바이온</corp_name>
+    <corp_eng_name>BYON Co., Ltd.</corp_eng_name>
+    <stock_code>032980</stock_code>
+    <modify_date>20250710</modify_date>
+  </list>
+  <list>
+    <corp_code>01563667</corp_code>
+    <corp_name>더즌</corp_name>
+    <corp_eng_name>Dozn Inc.</corp_eng_name>
+    <stock_code>462860</stock_code>
+    <modify_date>20250610</modify_date>
+  </list>
+  <list>
+    <corp_code>01182444</corp_code>
+    <corp_name>셀리버리</corp_name>
+    <corp_eng_name>Cellivery Therapeutics, Inc.</corp_eng_name>
+    <stock_code>268600</stock_code>
+    <modify_date>20250610</modify_date>
+  </list>
+  <list>
+    <corp_code>01332137</corp_code>
+    <corp_name>노보믹스</corp_name>
+    <corp_eng_name>Novomics Co., Ltd.</corp_eng_name>
+    <stock_code>283100</stock_code>
+    <modify_date>20250528</modify_date>
+  </list>
+  <list>
+    <corp_code>01182578</corp_code>
+    <corp_name>DH오토리드</corp_name>
+    <corp_eng_name>DH AUTOLEAD Co.,Ltd.</corp_eng_name>
+    <stock_code>290120</stock_code>
+    <modify_date>20250611</modify_date>
+  </list>
+  <list>
+    <corp_code>00541862</corp_code>
+    <corp_name>판도라티비</corp_name>
+    <corp_eng_name>PANDORA TV CO.,LTD.</corp_eng_name>
+    <stock_code>202960</stock_code>
+    <modify_date>20250611</modify_date>
+  </list>
+  <list>
+    <corp_code>01674468</corp_code>
+    <corp_name>엔에이치기업인수목적25호</corp_name>
+    <corp_eng_name>NH SPECIAL PURPOSE ACQUISITION 25 COMPANY</corp_eng_name>
+    <stock_code>438580</stock_code>
+    <modify_date>20250611</modify_date>
+  </list>
+  <list>
+    <corp_code>01432598</corp_code>
+    <corp_name>지씨지놈</corp_name>
+    <corp_eng_name>GC Genome Corporation</corp_eng_name>
+    <stock_code>340450</stock_code>
+    <modify_date>20250611</modify_date>
+  </list>
+  <list>
+    <corp_code>00136776</corp_code>
+    <corp_name>제이준코스메틱</corp_name>
+    <corp_eng_name>Jayjun Cosmetic Co., Ltd.</corp_eng_name>
+    <stock_code>025620</stock_code>
+    <modify_date>20250616</modify_date>
+  </list>
+  <list>
+    <corp_code>00197476</corp_code>
+    <corp_name>코엔텍</corp_name>
+    <corp_eng_name>Korea Environment Technology Co., LTD.</corp_eng_name>
+    <stock_code>029960</stock_code>
+    <modify_date>20250616</modify_date>
+  </list>
+  <list>
+    <corp_code>00110583</corp_code>
+    <corp_name>DH오토웨어</corp_name>
+    <corp_eng_name>DHAUTOWARE Co., LTD</corp_eng_name>
+    <stock_code>025440</stock_code>
+    <modify_date>20250617</modify_date>
+  </list>
+  <list>
+    <corp_code>00813389</corp_code>
+    <corp_name>베셀</corp_name>
+    <corp_eng_name>Vessel Co., Ltd.</corp_eng_name>
+    <stock_code>177350</stock_code>
+    <modify_date>20250617</modify_date>
+  </list>
+  <list>
+    <corp_code>01219155</corp_code>
+    <corp_name>네오크레마</corp_name>
+    <corp_eng_name>Neo Cremar Co., Ltd.</corp_eng_name>
+    <stock_code>311390</stock_code>
+    <modify_date>20250617</modify_date>
+  </list>
+  <list>
+    <corp_code>01786514</corp_code>
+    <corp_name>삼성기업인수목적9호</corp_name>
+    <corp_eng_name>SAMSUNG SPECIAL PURPOSE ACQUISITION 9 COMPANY</corp_eng_name>
+    <stock_code>468510</stock_code>
+    <modify_date>20250617</modify_date>
+  </list>
+  <list>
+    <corp_code>01638387</corp_code>
+    <corp_name>케이지에이</corp_name>
+    <corp_eng_name>KGA CO., LTD</corp_eng_name>
+    <stock_code>455180</stock_code>
+    <modify_date>20250617</modify_date>
+  </list>
+  <list>
+    <corp_code>00136095</corp_code>
+    <corp_name>조은저축은행</corp_name>
+    <corp_eng_name>CHOEUN SAVINGS BANK</corp_eng_name>
+    <stock_code>031920</stock_code>
+    <modify_date>20250617</modify_date>
+  </list>
+  <list>
+    <corp_code>01586455</corp_code>
+    <corp_name>꿈비</corp_name>
+    <corp_eng_name>GGUMBI Inc.</corp_eng_name>
+    <stock_code>407400</stock_code>
+    <modify_date>20250624</modify_date>
+  </list>
+  <list>
+    <corp_code>00114154</corp_code>
+    <corp_name>디와이덕양</corp_name>
+    <corp_eng_name>DY DEOKYANG Co.,Ltd.</corp_eng_name>
+    <stock_code>024900</stock_code>
+    <modify_date>20250625</modify_date>
+  </list>
+  <list>
+    <corp_code>01109715</corp_code>
+    <corp_name>DSC인베스트먼트</corp_name>
+    <corp_eng_name>DSC Investment Inc.</corp_eng_name>
+    <stock_code>241520</stock_code>
+    <modify_date>20250618</modify_date>
+  </list>
+  <list>
+    <corp_code>00545114</corp_code>
+    <corp_name>랩지노믹스</corp_name>
+    <corp_eng_name>LabGenomics. Co., Ltd.</corp_eng_name>
+    <stock_code>084650</stock_code>
+    <modify_date>20250624</modify_date>
+  </list>
+  <list>
+    <corp_code>01309069</corp_code>
+    <corp_name>타이드</corp_name>
+    <corp_eng_name>TIDE Co., Ltd.</corp_eng_name>
+    <stock_code>346010</stock_code>
+    <modify_date>20250624</modify_date>
+  </list>
+  <list>
+    <corp_code>01549472</corp_code>
+    <corp_name>대진첨단소재</corp_name>
+    <corp_eng_name>DAEJIN ADVANCED MATERIALS Inc.</corp_eng_name>
+    <stock_code>393970</stock_code>
+    <modify_date>20250624</modify_date>
+  </list>
+  <list>
+    <corp_code>01506990</corp_code>
+    <corp_name>옵티코어</corp_name>
+    <corp_eng_name>OptiCore Inc.</corp_eng_name>
+    <stock_code>380540</stock_code>
+    <modify_date>20250710</modify_date>
+  </list>
+  <list>
+    <corp_code>00102858</corp_code>
+    <corp_name>고려아연</corp_name>
+    <corp_eng_name>KOREA ZINC INC</corp_eng_name>
+    <stock_code>010130</stock_code>
+    <modify_date>20250509</modify_date>
+  </list>
+  <list>
+    <corp_code>00862880</corp_code>
+    <corp_name>새빗켐</corp_name>
+    <corp_eng_name>Sebitchem Co., LTD</corp_eng_name>
+    <stock_code>107600</stock_code>
+    <modify_date>20250509</modify_date>
+  </list>
+  <list>
+    <corp_code>01049167</corp_code>
+    <corp_name>더바이오메드</corp_name>
+    <corp_eng_name>THE BioMed Co., Ltd.</corp_eng_name>
+    <stock_code>214610</stock_code>
+    <modify_date>20250509</modify_date>
+  </list>
+  <list>
+    <corp_code>01267550</corp_code>
+    <corp_name>나라소프트</corp_name>
+    <corp_eng_name>NARASOFT Co.,Ltd.</corp_eng_name>
+    <stock_code>288490</stock_code>
+    <modify_date>20250509</modify_date>
+  </list>
+  <list>
+    <corp_code>01113499</corp_code>
+    <corp_name>아이티센피엔에스</corp_name>
+    <corp_eng_name>ITCENPNS CO.,LTD.</corp_eng_name>
+    <stock_code>232830</stock_code>
+    <modify_date>20250509</modify_date>
+  </list>
+  <list>
+    <corp_code>00488244</corp_code>
+    <corp_name>원일티엔아이</corp_name>
+    <corp_eng_name>WONILTNI CO., LTD.</corp_eng_name>
+    <stock_code>136150</stock_code>
+    <modify_date>20250509</modify_date>
+  </list>
+  <list>
+    <corp_code>01626391</corp_code>
+    <corp_name>오가노이드사이언스</corp_name>
+    <corp_eng_name>ORGANOIDSCIENCES LTD.</corp_eng_name>
+    <stock_code>476040</stock_code>
+    <modify_date>20250509</modify_date>
+  </list>
+  <list>
+    <corp_code>00532855</corp_code>
+    <corp_name>한국유니온제약</corp_name>
+    <corp_eng_name>UNION KOREA PHARM CO.,Ltd</corp_eng_name>
+    <stock_code>080720</stock_code>
+    <modify_date>20250630</modify_date>
+  </list>
+  <list>
+    <corp_code>00307189</corp_code>
+    <corp_name>에스케이엔펄스</corp_name>
+    <corp_eng_name>SK enpulse Co., Ltd</corp_eng_name>
+    <stock_code>057500</stock_code>
+    <modify_date>20250627</modify_date>
+  </list>
+</result>
diff --git a/README.md b/README.md
index 5e90551..26b9e28 100644
--- a/README.md
+++ b/README.md
@@ -1 +1 @@
-# UpAndDown-Server
+# Candly-Server
diff --git a/all_news_grouped_1.json b/all_news_grouped_1.json
new file mode 100644
index 0000000..97ab527
--- /dev/null
+++ b/all_news_grouped_1.json
@@ -0,0 +1,112 @@
+[
+  {
+    "_id": "6879b17d452090e88b29993f",
+    "stockName": "삼성전자",
+    "date": "2019.08.30",
+    "news": [
+      {
+        "date": "2019.08.26",
+        "title": "삼성가, 마크레빈슨과 '대이은 인연'",
+        "context": "삼성전자가 자동차 전장(전자장비)업체 하만을 인수하면서 명품 오디오 브랜드 마크레빈슨(로고)과의 인연이 부각되고 있다. 마크레빈슨은 오디오 제조업체로도 명성이 높은 하만이 보유한 10여개 주요 오디오 브랜드 중 하나다.  삼성전자가 마크레빈슨과 처음 인연을 맺은 것은 엠페러(emperor)라는 브랜드로 최고급 오디오를 출시한 1995년이다. 이듬해 내놓은 전문가용 스피커까지 합친 가격은 3500만원대에 달했다. 20년이 지난 지금 물가로는 수억원에 ...",
+        "news_url": "https://www.hankyung.com/article/2016112020431",
+        "img_url": "https://img.hankyung.com/photo/201611/AA.12862282.3.jpg"
+      },
+      {
+        "date": "2019.08.26",
+        "title": "[반도체 판이 바뀐다] IoT로 폭발적 수요…퀄컴·삼성, 커넥티드카 시장서 한판",
+        "context": "... 있다.  지금까지 통신칩 시장의 절대 강자는 퀄컴이었다. 한때 모바일 통신칩 점유율이 70~80%에 이르렀다. 하지만 지난 8월 이 수치는 5년 만에 처음 80% 밑으로 떨어졌다. 시스템LSI사업부를 통한 자체 통신칩 조달을 늘린 삼성전자의 점유율이 2배 뛰는 등 다른 업체들이 약진한 결과다. 대만 미디어텍은 중국 스마트폰 제조업체들의 성장으로 점유율이 올랐다. 인텔도 2010년 인피니언을 인수하며 통신칩 기술을 확보해 올해 아이폰7에 처음 공급하기 시작했다. 4G의 ...",
+        "news_url": "https://www.hankyung.com/article/2016112020361",
+        "img_url": "https://img.hankyung.com/photo/201611/AA.12862846.3.jpg"
+      },
+      {
+        "date": "2019.08.26",
+        "title": "연기금 \"중소형주 1조원 매수\"…수급 꼬였던 코스닥 '숨통'…삼성바이오로직스·메디프론 등 '관심'",
+        "context": "... 안정적으로 영업실적이 개선되거나 기술 수출과 같은 주요 모멘텀이 뒷받침되는 종목에 선택과 집중하는 것이 필요하다.  삼성바이오로직스는 세계 3위 규모의 위탁생산(CMO) 바이오기업이다. 텔콘, 에스텍파마, 환인제약 등 ‘비마약성 ... 제약·바이오주도 여전히 관심 대상이다.  미래를 이끌 기술주로 자율주행 자동차도 눈여겨봐야 한다. 특히 삼성전자가 미국 하만을 인수한 뒤 떠오른 전장사업 수혜주가 주목된다. 자동차금형 업체 에이테크솔루션과 ‘커넥티드카 ...",
+        "news_url": "https://www.hankyung.com/article/2016112012811",
+        "img_url": "https://img.hankyung.com/photo/201611/AA.12850443.3.jpg"
+      },
+      {
+        "date": "2019.08.27",
+        "title": "삼성전자 \"10년내 스마트폰에서 스마트카로 중심 이동\"",
+        "context": "[ 이진욱 기자 ] 삼성전자의 주력 사업이 10년 안에 '스마트폰'에서 '스마트카' 중심으로 이동한다.  박종환 삼성전자 전장사업팀 부사장은 21일 삼성 서초사옥에서 열린 '하만 CEO 간담회'에서 ... 부사장도 \"하만을 인수한 것 자체가 티어1(1차 공급사)로의 입지를 명확히 한 것\"이라고 보탰다.  삼성전자와 하만의 시너지도 강조됐다. 디네쉬 팔리월은 \"전장에 대해 먼저 말씀드리면 하만의 경우 시스템에 대한 지식, ...",
+        "news_url": "https://www.hankyung.com/article/201611214561g",
+        "img_url": "https://img.hankyung.com/photo/201611/01.12868951.3.jpg"
+      },
+      {
+        "date": "2019.08.27",
+        "title": "[삼성, 하만 인수의 셈법] 전장사업 강자 하만과 손잡은 삼성…스마트카 '티어1' 노린다",
+        "context": "삼성전자는 자동차 전장(電裝)사업에서 후발 주자다. 2005년 전장사업을 시작한 LG전자는 물론 글로벌 경쟁사인 구글 및 애플에 비해서도 5~10년 뒤처졌다. 글로벌 전장업체인 하만 인수는 이런 간격을 단번에 좁히고 뒤집겠다는 ... 회사가 내놓은 청사진이다.  ◆삼성+하만, 스마트카 시대 주도  디네시 팔리월 하만 최고경영자(CEO)와 손영권 삼성전자 전략혁신센터장(사장), 박종환 삼성전자 전장사업팀장(부사장)은 21일 서울 서초동 삼성사옥에서 기자간담회를 하고 ...",
+        "news_url": "https://www.hankyung.com/article/2016112149151",
+        "img_url": "https://img.hankyung.com/photo/201611/AA.12868819.3.jpg"
+      },
+      {
+        "date": "2019.08.27",
+        "title": "삼성전자 임직원, 올해 성과급은 얼마?",
+        "context": "올 연말 삼성전자 임직원들이 받게 될 성과급은 얼마나 될까.  올해는 특히 갤럭시노트7 조기 단종이란 초유의 사태를 겪은 터라 스마트폰 사업을 담당하는 무선사업부의 성과급 규모에 관심이 쏠린다.  21일 재계에 따르면 삼성 그룹은 매년 초 전년의 경영 실적을 토대로 임직원에게 성과인센티브(OPI·옛 PS)를 지급한다. 삼성은 '계열사-사업부-사업팀' 별로 3단계에 걸쳐 연초에 목표했던 경영성과를 얼마나 초과 달성했는지를 ...",
+        "news_url": "https://www.hankyung.com/article/201611212655g",
+        "img_url": "https://img.hankyung.com/photo/201611/01.12866486.3.jpg"
+      },
+      {
+        "date": "2019.08.28",
+        "title": "삼성전자 'QLED 시대' 앞당기나…QD비전 인수 유력",
+        "context": "[ 이진욱 기자 ] 삼성전자의 퀀텀닷 소재 기업 'QD비전' 인수가 유력한 것으로 알려졌다. 삼성전자가 QLED(양자점발광다이오드) TV 개발을 가속화하는 계기가 될지 관심이 쏠린다.  22일 업계에 따르면 삼성전자는 ... QLED TV 조기 출시 가능성 확대로 차세대 TV 주도권 확보가 용이해졌기 때문\"이라고 설명했다.  삼성전자는 LG전자의 OLED(유기발광다이오드) TV에 퀀텀닷 TV로 맞서고 있다. QLED TV는 퀀텀닷 소재 자체를 발광소자로 ...",
+        "news_url": "https://www.hankyung.com/article/201611227375g",
+        "img_url": "https://img.hankyung.com/photo/201611/01.12871399.3.jpg"
+      },
+      {
+        "date": "2019.08.28",
+        "title": "코스피, 사흘만에 1980선 안착 시도…삼성전자 2%↑",
+        "context": "... 55억원 매도 우위다. 프로그램으로는 차익 순매수, 비차익 순매도로 전체 7억원 매도 우위다.  업종별로는 혼조세다. 의약품 전기전자 의료정밀이 1% 넘게 오르고 있고 음식료업 철강금속 기계 등도 상승중이다. 다만 비금속광물 운수창고 통신업 금융업 등은 내리고 있다.  시가총액 상위 종목도 등락이 엇갈리고 있다. 삼성전자가 1% 넘게 오르며 160만원선을 회복했고 SK하이닉스 삼성전자우 SK가 1~2% 상승세다. 현대차 삼성물산 네이버 포스코도 상승세다. ...",
+        "news_url": "https://www.hankyung.com/article/2016112258836",
+        "img_url": "https://img.hankyung.com/photo/201611/01.12871652.3.jpg"
+      },
+      {
+        "date": "2019.08.28",
+        "title": "(마감)삼성전자 164만원…2.95%↑",
+        "context": "한경닷컴",
+        "news_url": "https://www.hankyung.com/article/2016112274756"
+      },
+      {
+        "date": "2019.08.29",
+        "title": "삼성전자, 이번엔 TV서 '신의 한수'…美 QD비전 인수",
+        "context": "삼성전자가 미국의 퀀텀닷기술 기업인 QD비전을 인수한다.  정칠희 삼성전자 종합기술원장(사장)은 23일 서울 서초사옥에서 열린 수요 사장단회의에 참석하는 길 기자들과 만나 \"QD비전의 자산을 인수하기로 했다\"고 ... 주도권을 확보하기 위한 전략으로 해석하고 있다.  미국 자동차 전장(電裝)업체 하만 인수합병(M&A) 이후 삼성의 두 번째 '신의 한 수'라는 얘기도 나온다. QD비전의 퀀텀닷 원천 특허를 활용해 향후 잠재적 특허소송에 ...",
+        "news_url": "https://www.hankyung.com/article/201611239402g",
+        "img_url": "https://img.hankyung.com/photo/201611/01.12877415.3.jpg"
+      },
+      {
+        "date": "2019.08.29",
+        "title": "'가전 맞수' 삼성·LG, 전장사업에서 재격돌",
+        "context": "국내 전자업계 라이벌인 삼성과 LG가 또다시 맞붙는다. 차량에 들어가는 전자장비인 전장(電裝)시장을 놓고서다. 지난 14일 삼성전자가 미국 전장업체인 하만을 인수하면서 ‘판’이 마련됐다. 이전 10년간 전장사업을 ... 잘할 수 있고 매출 규모도 큰 인포테인먼트 시장에서 하만이 이미 1위를 하고 있다는 점은 관련 시장에 발을 내딛는 삼성전자에 큰 의미가 있다”고 말했다.  LG전자에서 전장사업을 담당하는 VC사업본부는 올 1~3분기 매출 1조9073억원을 ...",
+        "news_url": "https://www.hankyung.com/article/2016112314101",
+        "img_url": "https://img.hankyung.com/photo/201611/01.12882092.3.jpg"
+      },
+      {
+        "date": "2019.08.29",
+        "title": "[삼성·국민연금 압수수색] 검찰 '대통령 뇌물죄' 정조준…삼성, 한달 새 3번 압수수색에 '당혹'",
+        "context": "검찰이 23일 삼성그룹과 국민연금을 동시 압수수색한 것은 박근혜 대통령을 상대로 제3자 뇌물수수죄를 적용하기 위한 것으로 관측된다. 지난해 논란이 된 삼성물산과 제일모직 합병 때 국민연금이 찬성 의견을 낸 것을 ‘박 ... 의심하고 있다는 얘기다.  이에 대해 국민연금은 적법 절차에 따라 투자위원회에서 찬성 의견을 결정했다고 밝혔다. 삼성은 이재용 삼성전자 부회장이 지난해 홍완선 전 국민연금 기금운용본부장을 만났으며 상당수 기관투자가를 직접 접촉했다고 ...",
+        "news_url": "https://www.hankyung.com/article/2016112314421",
+        "img_url": "https://img.hankyung.com/photo/201611/AA.12879663.3.jpg"
+      },
+      {
+        "date": "2019.08.30",
+        "title": "김기남 삼성전자 사장, 대한전자공학대상 수상",
+        "context": "김기남 삼성전자 반도체총괄 사장이 대한전자공학대상을 수상한다.  대한전자공학회(회장 구용서)는 `2016 대한전자공학대상` 대상 수상자로 김기남 삼성전자 사장을 선정했다고 23일 밝혔다.  김 사장은 35년간 삼성전자에 근무하면서 탁월한 연구역량과 리더십으로 메모리, 시스템반도체 및 디스플레이 분야의 혁신적인 기술 개발을 이끌어 우리나라 전자산업이 세계 최고수준으로 발전하는데 크게 기여한 점을 인정받았다.  대한전자공학회 기술혁신상 수상자로는 손영석 실리콘웍스 연구소장을 ...",
+        "news_url": "https://www.hankyung.com/article/201611242653g",
+        "img_url": "https://img.hankyung.com/photo/201611/01.12883446.3.jpg"
+      },
+      {
+        "date": "2019.08.30",
+        "title": "삼성 `2016 사회공헌상` 시상식…삼성전자 `스마트엔젤` 등 35명 수상",
+        "context": "삼성그룹이 임직원 200여명이 참석한 가운데 삼성전자 서울 서초사옥에서 `2016 삼성사회공헌상` 시상식을 개최했습니다.올해로 22회째를 맞은 삼성 사회공헌상 시상식은 지역사회 발전과 나눔문화 확산에 기여한 임직원과 단체에 상을 ... 가정형편이 어려운 고등학생들에게 학습을 지도하는 대학생 자원봉사자들을 대상으로 진로 상담 봉사를 해 온 이명진 삼성카드 과장에게 돌아갔습니다.마지막으로 파트너상은 에스원과 함께 범죄피해자에 대한 정서 치유와 지원 필요성을 일반인들에게 ...",
+        "news_url": "https://www.hankyung.com/article/2016112438875"
+      },
+      {
+        "date": "2019.08.30",
+        "title": "화웨이, 안드로이드폰 영업익 첫1위…삼성 '갤노트 악재' 영향",
+        "context": "중국 화웨이가 3분기에 삼성전자를 따돌리고 세계에서 안드로이드 스마트폰으로 가장 많은 영업익을 낸 회사가 됐다. 사상 처음이다. 삼성은 '갤럭시노트7 악재'로 안드로이드 1위 자리를 내줬다.  시장조사업체 스트래티지 ... 매끈한 제품, 효과적 마케팅으로 수익성을 대폭 높였다\"고 평했다.  포천은 23일 SA의 이번 보고서에서 삼성이 순위권에 들지 못한 것은 주목할 만하다고 전했고, 사우스차이나모닝포스트는 SA를 인용해 삼성이 3분기 영업익 9위로 ...",
+        "news_url": "https://www.hankyung.com/article/201611243060g",
+        "img_url": "https://img.hankyung.com/photo/201611/01.12884052.3.jpg"
+      }
+    ]
+  }
+]
diff --git a/app.js b/app.js
index b34191f..54f6a0a 100644
--- a/app.js
+++ b/app.js
@@ -1,4 +1,6 @@
 require("dotenv").config();
+require("./tasks/stockUpdater");
+require("./tasks/scoreUpdater");
 var createError = require("http-errors");
 var express = require("express");
 var path = require("path");
@@ -7,8 +9,17 @@ var logger = require("morgan");
 var cors = require("cors");
 /* --------------------------------------- */
 var indexRouter = require("./routes/index");
-var usersRouter = require("./routes/users");
 var authRouter = require("./routes/auth");
+var userStockRouter = require("./routes/userStock");
+var myPageRouter = require("./routes/myPage");
+const practiceProblemSeedRouter = require("./routes/practiceProblemSeedRouter");
+const stockSeedRouter = require("./routes/stockSeedRouter");
+const holidayRouter = require("./routes/holiday");
+const practiceProblemRouter = require("./routes/practiceProblem");
+const realRouter = require("./routes/real");
+const rankRouter = require("./routes/ranking");
+const financialRouter = require("./routes/metricsRoutes");
+const practiceScoreRouter = require("./routes/practicescores");
 /* --------------------------------------- */
 const mongoose = require("mongoose");
 const dotenv = require("dotenv");
@@ -34,7 +45,11 @@ mongoose
 var app = express();
 app.use(
   cors({
-    origin: ["http://localhost:3000", "http://localhost"], // TODO: 클라이언트 주소 배포하면 추가해주기
+    origin: [
+      "http://localhost:3000",
+      "http://localhost",
+      "http://15.164.239.245",
+    ], // TODO: 클라이언트 주소 배포하면 추가해주기
     methods: ["GET", "POST", "PUT", "DELETE", "OPTIONS"],
     credentials: true,
   })
@@ -47,15 +62,32 @@ app.use(cookieParser());
 app.use(express.static(path.join(__dirname, "public")));
 /* --------------------------------------- */
 app.use("/", indexRouter);
-app.use("/auth", authRouter);
-app.use("/users", usersRouter);
-var balanceRouter = require("./routes/real");
-app.use("/api/real", balanceRouter);
+app.use("/api/auth", authRouter);
 const seedRouter = require("./routes/seed");
 app.use("/api/seed", seedRouter);
+app.use("/api/userStock", userStockRouter);
+app.use("/api/myPage", myPageRouter);
+app.use("/api/practiceSeed", practiceProblemSeedRouter);
+app.use("/api/practicescores", practiceScoreRouter);
+// app.use("/api/stockSeed", stockSeedRouter);
+app.use("/api/holiday", holidayRouter);
+app.use("/api/practice", practiceProblemRouter);
+app.use("/api/real", realRouter);
+app.use("/api/financial", financialRouter);
+const newsRouter = require("./routes/news");
+app.use("/api", newsRouter);
+app.use("/api/rank", rankRouter);
+const fetchFinancialData = require("./routes/financialRoutes");
+app.use("/api", fetchFinancialData);
+const fetchAllFinancialData = require("./routes/fetchAllFinancials");
+app.use("/api", fetchAllFinancialData);
+/* --------------------------------------- */
+require("./services/getHoliday");
+require("./tasks/dailyStockUpdater");
 /* --------------------------------------- */
 const port = process.env.PORT || 3001;
-
+const geminiRouter = require("./routes/gemini");
+app.use("/api/gemini", geminiRouter);
 // 서버 시작
 app.listen(port, () => {
   console.log(`▶️ Server is listening on http://localhost:${port}`);
@@ -73,7 +105,7 @@ app.use(function (err, req, res, next) {
 
   // render the error page
   res.status(err.status || 500);
-  res.render("error");
+  // res.render("error");
 });
 
 module.exports = app;
diff --git a/kospi200_codes.json b/kospi200_codes.json
new file mode 100644
index 0000000..574d954
--- /dev/null
+++ b/kospi200_codes.json
@@ -0,0 +1,802 @@
+[
+  {
+    "_id": "005930",
+    "name": "삼성전자"
+  },
+  {
+    "_id": "000660",
+    "name": "SK하이닉스"
+  },
+  {
+    "_id": "373220",
+    "name": "LG에너지솔루션"
+  },
+  {
+    "_id": "207940",
+    "name": "삼성바이오로직스"
+  },
+  {
+    "_id": "105560",
+    "name": "KB금융"
+  },
+  {
+    "_id": "005380",
+    "name": "현대차"
+  },
+  {
+    "_id": "034020",
+    "name": "두산에너빌리티"
+  },
+  {
+    "_id": "000270",
+    "name": "기아"
+  },
+  {
+    "_id": "012450",
+    "name": "한화에어로스페이스"
+  },
+  {
+    "_id": "068270",
+    "name": "셀트리온"
+  },
+  {
+    "_id": "035420",
+    "name": "NAVER"
+  },
+  {
+    "_id": "329180",
+    "name": "HD현대중공업"
+  },
+  {
+    "_id": "055550",
+    "name": "신한지주"
+  },
+  {
+    "_id": "028260",
+    "name": "삼성물산"
+  },
+  {
+    "_id": "012330",
+    "name": "현대모비스"
+  },
+  {
+    "_id": "032830",
+    "name": "삼성생명"
+  },
+  {
+    "_id": "086790",
+    "name": "하나금융지주"
+  },
+  {
+    "_id": "011200",
+    "name": "HMM"
+  },
+  {
+    "_id": "005490",
+    "name": "POSCO홀딩스"
+  },
+  {
+    "_id": "035720",
+    "name": "카카오"
+  },
+  {
+    "_id": "015760",
+    "name": "한국전력"
+  },
+  {
+    "_id": "042660",
+    "name": "한화오션"
+  },
+  {
+    "_id": "402340",
+    "name": "SK스퀘어"
+  },
+  {
+    "_id": "009540",
+    "name": "HD한국조선해양"
+  },
+  {
+    "_id": "000810",
+    "name": "삼성화재"
+  },
+  {
+    "_id": "138040",
+    "name": "메리츠금융지주"
+  },
+  {
+    "_id": "064350",
+    "name": "현대로템"
+  },
+  {
+    "_id": "316140",
+    "name": "우리금융지주"
+  },
+  {
+    "_id": "051910",
+    "name": "LG화학"
+  },
+  {
+    "_id": "096770",
+    "name": "SK이노베이션"
+  },
+  {
+    "_id": "024110",
+    "name": "기업은행"
+  },
+  {
+    "_id": "033780",
+    "name": "KT&G"
+  },
+  {
+    "_id": "267260",
+    "name": "HD현대일렉트릭"
+  },
+  {
+    "_id": "010130",
+    "name": "고려아연"
+  },
+  {
+    "_id": "259960",
+    "name": "크래프톤"
+  },
+  {
+    "_id": "034730",
+    "name": "SK"
+  },
+  {
+    "_id": "010140",
+    "name": "삼성중공업"
+  },
+  {
+    "_id": "030200",
+    "name": "KT"
+  },
+  {
+    "_id": "006400",
+    "name": "삼성SDI"
+  },
+  {
+    "_id": "323410",
+    "name": "카카오뱅크"
+  },
+  {
+    "_id": "018260",
+    "name": "삼성에스디에스"
+  },
+  {
+    "_id": "079550",
+    "name": "LIG넥스원"
+  },
+  {
+    "_id": "003550",
+    "name": "LG"
+  },
+  {
+    "_id": "006800",
+    "name": "미래에셋증권"
+  },
+  {
+    "_id": "066570",
+    "name": "LG전자"
+  },
+  {
+    "_id": "017670",
+    "name": "SK텔레콤"
+  },
+  {
+    "_id": "352820",
+    "name": "하이브"
+  },
+  {
+    "_id": "003230",
+    "name": "삼양식품"
+  },
+  {
+    "_id": "267250",
+    "name": "HD현대"
+  },
+  {
+    "_id": "086280",
+    "name": "현대글로비스"
+  },
+  {
+    "_id": "272210",
+    "name": "한화시스템"
+  },
+  {
+    "_id": "009150",
+    "name": "삼성전기"
+  },
+  {
+    "_id": "003670",
+    "name": "포스코퓨처엠"
+  },
+  {
+    "_id": "005830",
+    "name": "DB손해보험"
+  },
+  {
+    "_id": "298040",
+    "name": "효성중공업"
+  },
+  {
+    "_id": "003490",
+    "name": "대한항공"
+  },
+  {
+    "_id": "000150",
+    "name": "두산"
+  },
+  {
+    "_id": "047050",
+    "name": "포스코인터내셔널"
+  },
+  {
+    "_id": "377300",
+    "name": "카카오페이"
+  },
+  {
+    "_id": "071050",
+    "name": "한국금융지주"
+  },
+  {
+    "_id": "000100",
+    "name": "유한양행"
+  },
+  {
+    "_id": "047810",
+    "name": "한국항공우주"
+  },
+  {
+    "_id": "042700",
+    "name": "한미반도체"
+  },
+  {
+    "_id": "010120",
+    "name": "LS ELECTRIC"
+  },
+  {
+    "_id": "180640",
+    "name": "한진칼"
+  },
+  {
+    "_id": "090430",
+    "name": "아모레퍼시픽"
+  },
+  {
+    "_id": "000720",
+    "name": "현대건설"
+  },
+  {
+    "_id": "443060",
+    "name": "HD현대마린솔루션"
+  },
+  {
+    "_id": "326030",
+    "name": "SK바이오팜"
+  },
+  {
+    "_id": "021240",
+    "name": "코웨이"
+  },
+  {
+    "_id": "005940",
+    "name": "NH투자증권"
+  },
+  {
+    "_id": "010620",
+    "name": "HD현대미포"
+  },
+  {
+    "_id": "016360",
+    "name": "삼성증권"
+  },
+  {
+    "_id": "010950",
+    "name": "S-Oil"
+  },
+  {
+    "_id": "000880",
+    "name": "한화"
+  },
+  {
+    "_id": "029780",
+    "name": "삼성카드"
+  },
+  {
+    "_id": "278470",
+    "name": "에이피알"
+  },
+  {
+    "_id": "032640",
+    "name": "LG유플러스"
+  },
+  {
+    "_id": "009830",
+    "name": "한화솔루션"
+  },
+  {
+    "_id": "039490",
+    "name": "키움증권"
+  },
+  {
+    "_id": "006260",
+    "name": "LS"
+  },
+  {
+    "_id": "161390",
+    "name": "한국타이어앤테크놀로지"
+  },
+  {
+    "_id": "241560",
+    "name": "두산밥캣"
+  },
+  {
+    "_id": "051900",
+    "name": "LG생활건강"
+  },
+  {
+    "_id": "251270",
+    "name": "넷마블"
+  },
+  {
+    "_id": "001040",
+    "name": "CJ"
+  },
+  {
+    "_id": "138930",
+    "name": "BNK금융지주"
+  },
+  {
+    "_id": "175330",
+    "name": "JB금융지주"
+  },
+  {
+    "_id": "078930",
+    "name": "GS"
+  },
+  {
+    "_id": "028050",
+    "name": "삼성E&A"
+  },
+  {
+    "_id": "271560",
+    "name": "오리온"
+  },
+  {
+    "_id": "036570",
+    "name": "엔씨소프트"
+  },
+  {
+    "_id": "034220",
+    "name": "LG디스플레이"
+  },
+  {
+    "_id": "004020",
+    "name": "현대제철"
+  },
+  {
+    "_id": "035250",
+    "name": "강원랜드"
+  },
+  {
+    "_id": "036460",
+    "name": "한국가스공사"
+  },
+  {
+    "_id": "103140",
+    "name": "풍산"
+  },
+  {
+    "_id": "097950",
+    "name": "CJ제일제당"
+  },
+  {
+    "_id": "011790",
+    "name": "SKC"
+  },
+  {
+    "_id": "454910",
+    "name": "두산로보틱스"
+  },
+  {
+    "_id": "128940",
+    "name": "한미약품"
+  },
+  {
+    "_id": "302440",
+    "name": "SK바이오사이언스"
+  },
+  {
+    "_id": "022100",
+    "name": "포스코DX"
+  },
+  {
+    "_id": "011070",
+    "name": "LG이노텍"
+  },
+  {
+    "_id": "450080",
+    "name": "에코프로머티"
+  },
+  {
+    "_id": "004990",
+    "name": "롯데지주"
+  },
+  {
+    "_id": "008930",
+    "name": "한미사이언스"
+  },
+  {
+    "_id": "088350",
+    "name": "한화생명"
+  },
+  {
+    "_id": "052690",
+    "name": "한전기술"
+  },
+  {
+    "_id": "017800",
+    "name": "현대엘리베이터"
+  },
+  {
+    "_id": "002380",
+    "name": "KCC"
+  },
+  {
+    "_id": "026960",
+    "name": "동서"
+  },
+  {
+    "_id": "011780",
+    "name": "금호석유화학"
+  },
+  {
+    "_id": "192820",
+    "name": "코스맥스"
+  },
+  {
+    "_id": "001440",
+    "name": "대한전선"
+  },
+  {
+    "_id": "383220",
+    "name": "F&F"
+  },
+  {
+    "_id": "002790",
+    "name": "아모레퍼시픽홀딩스"
+  },
+  {
+    "_id": "011170",
+    "name": "롯데케미칼"
+  },
+  {
+    "_id": "012750",
+    "name": "에스원"
+  },
+  {
+    "_id": "111770",
+    "name": "영원무역"
+  },
+  {
+    "_id": "139480",
+    "name": "이마트"
+  },
+  {
+    "_id": "489790",
+    "name": "한화비전"
+  },
+  {
+    "_id": "000240",
+    "name": "한국앤컴퍼니"
+  },
+  {
+    "_id": "001450",
+    "name": "현대해상"
+  },
+  {
+    "_id": "161890",
+    "name": "한국콜마"
+  },
+  {
+    "_id": "030000",
+    "name": "제일기획"
+  },
+  {
+    "_id": "139130",
+    "name": "iM금융지주"
+  },
+  {
+    "_id": "004370",
+    "name": "농심"
+  },
+  {
+    "_id": "023530",
+    "name": "롯데쇼핑"
+  },
+  {
+    "_id": "028670",
+    "name": "팬오션"
+  },
+  {
+    "_id": "081660",
+    "name": "미스토홀딩스"
+  },
+  {
+    "_id": "051600",
+    "name": "한전KPS"
+  },
+  {
+    "_id": "042670",
+    "name": "HD현대인프라코어"
+  },
+  {
+    "_id": "000120",
+    "name": "CJ대한통운"
+  },
+  {
+    "_id": "008770",
+    "name": "호텔신라"
+  },
+  {
+    "_id": "361610",
+    "name": "SK아이이테크놀로지"
+  },
+  {
+    "_id": "112610",
+    "name": "씨에스윈드"
+  },
+  {
+    "_id": "282330",
+    "name": "BGF리테일"
+  },
+  {
+    "_id": "018880",
+    "name": "한온시스템"
+  },
+  {
+    "_id": "004170",
+    "name": "신세계"
+  },
+  {
+    "_id": "006040",
+    "name": "동원산업"
+  },
+  {
+    "_id": "006360",
+    "name": "GS건설"
+  },
+  {
+    "_id": "009970",
+    "name": "영원무역홀딩스"
+  },
+  {
+    "_id": "375500",
+    "name": "DL이앤씨"
+  },
+  {
+    "_id": "066970",
+    "name": "엘앤에프"
+  },
+  {
+    "_id": "069620",
+    "name": "대웅제약"
+  },
+  {
+    "_id": "069960",
+    "name": "현대백화점"
+  },
+  {
+    "_id": "014680",
+    "name": "한솔케미칼"
+  },
+  {
+    "_id": "000080",
+    "name": "하이트진로"
+  },
+  {
+    "_id": "001800",
+    "name": "오리온홀딩스"
+  },
+  {
+    "_id": "003090",
+    "name": "대웅"
+  },
+  {
+    "_id": "005850",
+    "name": "에스엘"
+  },
+  {
+    "_id": "204320",
+    "name": "HL만도"
+  },
+  {
+    "_id": "007310",
+    "name": "오뚜기"
+  },
+  {
+    "_id": "007340",
+    "name": "DN오토모티브"
+  },
+  {
+    "_id": "010060",
+    "name": "OCI홀딩스"
+  },
+  {
+    "_id": "047040",
+    "name": "대우건설"
+  },
+  {
+    "_id": "006280",
+    "name": "녹십자"
+  },
+  {
+    "_id": "003240",
+    "name": "태광산업"
+  },
+  {
+    "_id": "007070",
+    "name": "GS리테일"
+  },
+  {
+    "_id": "009420",
+    "name": "한올바이오파마"
+  },
+  {
+    "_id": "300720",
+    "name": "한일시멘트"
+  },
+  {
+    "_id": "012630",
+    "name": "HDC"
+  },
+  {
+    "_id": "073240",
+    "name": "금호타이어"
+  },
+  {
+    "_id": "192080",
+    "name": "더블유게임즈"
+  },
+  {
+    "_id": "011210",
+    "name": "현대위아"
+  },
+  {
+    "_id": "000210",
+    "name": "DL"
+  },
+  {
+    "_id": "457190",
+    "name": "이수스페셜티케미컬"
+  },
+  {
+    "_id": "004000",
+    "name": "롯데정밀화학"
+  },
+  {
+    "_id": "005300",
+    "name": "롯데칠성"
+  },
+  {
+    "_id": "009240",
+    "name": "한샘"
+  },
+  {
+    "_id": "017960",
+    "name": "한국카본"
+  },
+  {
+    "_id": "071320",
+    "name": "지역난방공사"
+  },
+  {
+    "_id": "114090",
+    "name": "GKL"
+  },
+  {
+    "_id": "120110",
+    "name": "코오롱인더"
+  },
+  {
+    "_id": "137310",
+    "name": "에스디바이오센서"
+  },
+  {
+    "_id": "185750",
+    "name": "종근당"
+  },
+  {
+    "_id": "280360",
+    "name": "롯데웰푸드"
+  },
+  {
+    "_id": "285130",
+    "name": "SK케미칼"
+  },
+  {
+    "_id": "298020",
+    "name": "효성티앤씨"
+  },
+  {
+    "_id": "001430",
+    "name": "세아베스틸지주"
+  },
+  {
+    "_id": "000670",
+    "name": "영풍"
+  },
+  {
+    "_id": "001680",
+    "name": "대상"
+  },
+  {
+    "_id": "003030",
+    "name": "세아제강지주"
+  },
+  {
+    "_id": "298050",
+    "name": "HS효성첨단소재"
+  },
+  {
+    "_id": "014820",
+    "name": "동원시스템즈"
+  },
+  {
+    "_id": "039130",
+    "name": "하나투어"
+  },
+  {
+    "_id": "004490",
+    "name": "세방전지"
+  },
+  {
+    "_id": "002840",
+    "name": "미원상사"
+  },
+  {
+    "_id": "003620",
+    "name": "KG모빌리티"
+  },
+  {
+    "_id": "005250",
+    "name": "녹십자홀딩스"
+  },
+  {
+    "_id": "005420",
+    "name": "코스모화학"
+  },
+  {
+    "_id": "268280",
+    "name": "미원에스씨"
+  },
+  {
+    "_id": "008730",
+    "name": "율촌화학"
+  },
+  {
+    "_id": "069260",
+    "name": "TKG휴켐스"
+  },
+  {
+    "_id": "145720",
+    "name": "덴티움"
+  },
+  {
+    "_id": "006650",
+    "name": "대한유화"
+  },
+  {
+    "_id": "002710",
+    "name": "TCC스틸"
+  },
+  {
+    "_id": "456040",
+    "name": "OCI"
+  },
+  {
+    "_id": "093370",
+    "name": "후성"
+  }
+]
\ No newline at end of file
diff --git a/models/FinancialSummary.js b/models/FinancialSummary.js
new file mode 100644
index 0000000..ba129af
--- /dev/null
+++ b/models/FinancialSummary.js
@@ -0,0 +1,50 @@
+const mongoose = require("mongoose");
+
+const EntrySchema = new mongoose.Schema(
+  {
+    // 원본 재무제표 데이터
+    rcept_no: { type: String, default: "" }, // 접수번호
+    bsns_year: { type: String, default: "" }, // 사업연도 (예: "2023")
+    reprt_code: { type: String, default: "" }, // 보고서 코드 (11013:1분기, 11012:반기, 11014:3분기, 11011:사업보고서, "4Q":4분기 조정)
+    report_name: { type: String, default: "" }, // 보고서명 (예: "3분기")
+
+    // ──────────────────────────────────────────────
+    revenue: { type: Number, default: 0 }, // 해당 분기 매출액
+    net_profit: { type: Number, default: 0 }, // 해당 분기 당기순이익 (전체)
+    net_profit_govern: { type: Number, default: 0 }, // 해당 분기 지배주주지분 당기순이익
+    net_profit_non_govern: { type: Number, default: 0 }, // 해당 분기 비지배주주지분 당기순이익
+    profit_margin: { type: Number, default: null }, // 순이익률 (%) = net_profit / revenue * 100
+    growth_rate: { type: Number, default: null }, // 전분기 대비 순이익 성장률 (%) = (curr – prev) / |prev| * 100
+    operating_profit: { type: Number, default: 0 }, // 해당 분기 영업이익
+    operating_margin: { type: Number, default: null }, // 영업이익률 (%) = operating_profit / revenue * 100
+    operating_growth_rate: { type: Number, default: null }, // 전분기 대비 영업이익 성장률 (%)
+    equity: { type: Number, default: 0 }, // 해당 분기 말 총자본(지배주주지분)
+
+    // 발행주식 관련
+    istc_totqy: { type: Number, default: 0 }, // 총 발행주식수
+    tesstk_co: { type: Number, default: 0 }, // 자기주식수
+    distb_stock_co: { type: Number, default: 0 }, // 유통주식수
+
+    // ─── 추가된 TTM / 지표 필드 ─────────────────────────
+    profit: { type: Number, default: null }, // TTM(최근 4분기) 지배주주지분 당기순이익 합
+    revenue_ttm: { type: Number, default: null }, // TTM(최근 4분기) 매출 합
+    equity_ttm: { type: Number, default: null }, // 해당 분기 말 순자산(지배주주지분)
+    profit_diff: { type: Number, default: null }, // 증감액 = 현 분기 지배주주지분 당기순이익 - 직전 분기 지배주주지분 당기순이익
+    profit_diff_rate: { type: Number, default: null }, // 증감률 (%) = profit_diff / (직전 분기 지배주주지분 당기순이익) * 100
+    eps: { type: Number, default: null }, // 주당순이익 = TTM 지배주주지분 당기순이익 합 / 총 발행주식수
+    bps: { type: Number, default: null }, // 주당순자산 = 해당 분기 순자산(지배주주지분) / 총 발행주식수
+    roe: { type: Number, default: null }, // 자기자본이익률 (%) = TTM 지배주주지분 당기순이익 합 / (최근 4분기 순자산 평균) * 100
+  },
+  { _id: false }
+);
+
+const FinancialSummarySchema = new mongoose.Schema(
+  {
+    stock_code: { type: String, required: true, unique: true }, // 종목 코드
+    corp_code: { type: String, default: "" }, // DART 고유 법인 코드
+    entries: { type: [EntrySchema], default: [] }, // 분기별 항목 배열
+  },
+  { timestamps: true }
+);
+
+module.exports = mongoose.model("FinancialSummary", FinancialSummarySchema);
diff --git a/models/Holiday.js b/models/Holiday.js
new file mode 100644
index 0000000..4f4c8c1
--- /dev/null
+++ b/models/Holiday.js
@@ -0,0 +1,7 @@
+const mongoose = require("mongoose");
+
+const HolidaySchema = new mongoose.Schema({
+  date: { type: String, required: true },
+});
+
+module.exports = mongoose.model("Holiday", HolidaySchema);
diff --git a/models/News.js b/models/News.js
new file mode 100644
index 0000000..9648aa1
--- /dev/null
+++ b/models/News.js
@@ -0,0 +1,32 @@
+// models/PracticeNews.js
+
+const mongoose = require("mongoose");
+const { Schema, models, model } = mongoose;
+
+// 뉴스 아이템 서브스키마
+const NewsItemSchema = new Schema(
+  {
+    date: { type: String, required: true },
+    title: { type: String, required: true },
+    context: { type: String, required: true },
+    news_url: { type: String, required: true },
+    img_url: { type: String },
+  },
+  { _id: false }
+);
+
+// 메인 스키마
+const PracticeNewsSchema = new Schema(
+  {
+    problem_id: { type: String, required: true, index: true },
+    stockName: { type: String, required: true },
+    date: { type: String, required: true },
+    news: { type: [NewsItemSchema], default: [] },
+  },
+  { timestamps: true }
+);
+
+// 이미 컴파일된 모델이 있으면 재사용, 없으면 새로 정의
+module.exports = models.PracticeNews
+  ? models.PracticeNews
+  : model("PracticeNews", PracticeNewsSchema);
diff --git a/models/PracticeChartData.js b/models/PracticeChartData.js
new file mode 100644
index 0000000..4ea0748
--- /dev/null
+++ b/models/PracticeChartData.js
@@ -0,0 +1,43 @@
+const mongoose = require("mongoose");
+
+const priceSchema = new mongoose.Schema(
+  {
+    date: {
+      type: String,
+      required: true,
+    },
+    open: {
+      type: Number,
+      required: true,
+    },
+    close: {
+      type: Number,
+      required: true,
+    },
+    high: {
+      type: Number,
+      required: true,
+    },
+    low: {
+      type: Number,
+      required: true,
+    },
+    volume: {
+      type: Number,
+      required: true,
+    },
+  },
+  { _id: true }
+);
+
+const practiceChartDataSchema = new mongoose.Schema({
+  stock_code: {
+    type: String,
+    required: true,
+  },
+  prices: [priceSchema],
+});
+
+module.exports =
+  mongoose.models.PracticeChartData ||
+  mongoose.model("PracticeChartData", practiceChartDataSchema);
diff --git a/models/PracticeNews.js b/models/PracticeNews.js
new file mode 100644
index 0000000..2c67d8c
--- /dev/null
+++ b/models/PracticeNews.js
@@ -0,0 +1,43 @@
+const mongoose = require("mongoose");
+
+const newsListSchema = new mongoose.Schema(
+  {
+    date: {
+      type: String,
+      required: true,
+    },
+    title: {
+      type: String,
+      required: true,
+    },
+    context: {
+      type: String,
+      required: true,
+    },
+    news_url: {
+      type: String,
+      required: true,
+    },
+    img_url: {
+      type: String,
+    },
+  },
+  { _id: true }
+);
+
+const practiceNewsSchema = new mongoose.Schema({
+  problem_id: { type: String, required: true },
+  stockName: {
+    type: String,
+    required: true,
+  },
+  date: {
+    type: String,
+    required: true,
+  },
+  news: [newsListSchema],
+});
+
+module.exports =
+  mongoose.models.PracticeNews ||
+  mongoose.model("PracticeNews", practiceNewsSchema);
diff --git a/models/PracticeProblem.js b/models/PracticeProblem.js
new file mode 100644
index 0000000..dda0697
--- /dev/null
+++ b/models/PracticeProblem.js
@@ -0,0 +1,10 @@
+const mongoose = require("mongoose");
+
+const practiceProblemSchema = new mongoose.Schema({
+  stock_code: { type: String, ref: "Stocks", required: true },
+  problemtype: { type: Number, required: true },
+  title: { type: String },
+  date: { type: Date },
+});
+
+module.exports = mongoose.model("PracticeProblems", practiceProblemSchema);
diff --git a/models/PracticeScore.js b/models/PracticeScore.js
new file mode 100644
index 0000000..1dee5a6
--- /dev/null
+++ b/models/PracticeScore.js
@@ -0,0 +1,25 @@
+const mongoose = require("mongoose");
+
+const practiceScoreSchema = new mongoose.Schema({
+  user_id: {
+    type: mongoose.Schema.Types.ObjectId,
+    ref: "Users",
+    required: true,
+  },
+  problem_id: {
+    type: mongoose.Schema.Types.ObjectId,
+    ref: "PracticeProblems",
+    required: true,
+  },
+  answer: String,
+  feedback: String,
+  score: Number,
+  logic: Number,
+  technical: Number,
+  macroEconomy: Number,
+  marketIssues: Number,
+  quantEvidence: Number,
+  date: { type: Date, default: Date.now },
+});
+
+module.exports = mongoose.model("PracticeScore", practiceScoreSchema);
diff --git a/models/ProblemType.js b/models/ProblemType.js
new file mode 100644
index 0000000..3428ae6
--- /dev/null
+++ b/models/ProblemType.js
@@ -0,0 +1,10 @@
+const mongoose = require("mongoose");
+
+const problemTypeSchema = new mongoose.Schema({
+  id: Number,
+  Prompting: String,
+  hint: String,
+  reference: String,
+});
+
+module.exports = mongoose.model("ProblemTypes", problemTypeSchema);
diff --git a/models/RealInputData.js b/models/RealInputData.js
new file mode 100644
index 0000000..00ee9b1
--- /dev/null
+++ b/models/RealInputData.js
@@ -0,0 +1,28 @@
+const mongoose = require("mongoose");
+
+const PredictionSchema = new mongoose.Schema(
+  {
+    date: {
+      type: String,
+      required: true,
+    },
+    close: {
+      type: Number,
+      required: true,
+    },
+  },
+  { _id: true }
+);
+
+const RealInputDatachema = new mongoose.Schema({
+  user_stock_id: {
+    type: mongoose.Schema.Types.ObjectId,
+    ref: "UserStock",
+    required: true,
+    unique: true,
+  },
+
+  prediction: { type: [PredictionSchema], required: true },
+});
+
+module.exports = mongoose.model("RealInputData", RealInputDatachema);
diff --git a/models/RealScore.js b/models/RealScore.js
new file mode 100644
index 0000000..45a6199
--- /dev/null
+++ b/models/RealScore.js
@@ -0,0 +1,13 @@
+const mongoose = require("mongoose");
+
+const realScoreSchema = new mongoose.Schema({
+  user_stock_id: {
+    type: mongoose.Schema.Types.ObjectId,
+    ref: "UserStock",
+    required: true,
+  },
+  score: { type: Number },
+  date: { type: Date },
+});
+
+module.exports = mongoose.model("RealScore", realScoreSchema);
diff --git a/models/Seed.js b/models/Seed.js
index 881ddd3..b0a1cef 100644
--- a/models/Seed.js
+++ b/models/Seed.js
@@ -1,17 +1,18 @@
-const mongoose = require("mongoose");
+// // Seed.js
+// const mongoose = require("mongoose");
 
-const priceSchema = new mongoose.Schema({
-  date: String,
-  open: Number,
-  close: Number,
-  high: Number,
-  low: Number,
-  volume: Number,
-});
+// const priceSchema = new mongoose.Schema({
+//   date: String,
+//   open: Number,
+//   close: Number,
+//   high: Number,
+//   low: Number,
+//   volume: Number,
+// });
 
-const stockPriceSchema = new mongoose.Schema({
-  stock_code: String,
-  prices: [priceSchema],
-});
+// const stockPriceSchema = new mongoose.Schema({
+//   stock_code: String,
+//   prices: [priceSchema],
+// });
 
-module.exports = mongoose.model("PracticeChartData", stockPriceSchema);
+// module.exports = mongoose.model("PracticeChartData", stockPriceSchema);
diff --git a/models/StockNews.js b/models/StockNews.js
new file mode 100644
index 0000000..03cca60
--- /dev/null
+++ b/models/StockNews.js
@@ -0,0 +1,18 @@
+const mongoose = require("mongoose");
+
+const practiceNewsSchema = new mongoose.Schema({
+  problem_id: { type: String, required: true },
+  stockName: { type: String, required: true },
+  date: { type: String, required: true }, // "YYYY.MM.DD"
+  news: [
+    {
+      date: String,
+      title: String,
+      context: String,
+      news_url: String,
+      img_url: String,
+    },
+  ],
+});
+
+module.exports = mongoose.model("PracticeNews", practiceNewsSchema);
diff --git a/models/Stocks.js b/models/Stocks.js
new file mode 100644
index 0000000..0b41c71
--- /dev/null
+++ b/models/Stocks.js
@@ -0,0 +1,15 @@
+const mongoose = require("mongoose");
+
+const stockSchema = new mongoose.Schema({
+  _id: {
+    type: String,
+    required: true,
+  },
+  name: { type: String },
+  state: { type: Boolean },
+  listing_date: { type: String },
+  index: { type: String },
+  logo: { type: String },
+});
+
+module.exports = mongoose.model("Stocks", stockSchema);
diff --git a/models/UserStock.js b/models/UserStock.js
new file mode 100644
index 0000000..c7d8b74
--- /dev/null
+++ b/models/UserStock.js
@@ -0,0 +1,14 @@
+const mongoose = require("mongoose");
+
+const userStockSchema = new mongoose.Schema({
+  user_id: {
+    type: mongoose.Schema.Types.ObjectId,
+    ref: "Users",
+    required: true,
+  },
+  stock_code: { type: String, ref: "Stocks", required: true },
+  cumulative_score: { type: Number },
+});
+
+// userStockSchema.index({ user_id: 1, stock_code: 1 }, { unique: true });
+module.exports = mongoose.model("UserStock", userStockSchema);
diff --git a/package-lock.json b/package-lock.json
index aa94ee5..f6cf6ca 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -9,20 +9,41 @@
       "version": "0.0.0",
       "license": "ISC",
       "dependencies": {
+        "@google/generative-ai": "^0.24.1",
+        "axios": "^1.10.0",
         "bcrypt": "^6.0.0",
+        "cheerio": "^1.1.0",
         "cookie-parser": "~1.4.4",
         "cors": "^2.8.5",
+        "date-fns": "^4.1.0",
+        "dayjs": "^1.11.13",
         "debug": "~2.6.9",
         "dotenv": "^17.2.0",
         "ejs": "~2.6.1",
         "express": "~4.16.1",
+        "fast-xml-parser": "^5.2.5",
         "http-errors": "~1.6.3",
+        "iconv-lite": "^0.6.3",
         "jsonwebtoken": "^9.0.2",
         "mongodb": "^6.17.0",
         "mongoose": "^8.16.3",
         "morgan": "~1.9.1",
+        "node-cache": "^5.1.2",
+        "node-cron": "^4.2.1",
         "node-fetch": "^2.7.0",
-        "validator": "^13.15.15"
+        "remark-parse": "^11.0.0",
+        "unified": "^11.0.5",
+        "validator": "^13.15.15",
+        "yahoo-finance2": "^2.13.3"
+      }
+    },
+    "node_modules/@google/generative-ai": {
+      "version": "0.24.1",
+      "resolved": "https://registry.npmjs.org/@google/generative-ai/-/generative-ai-0.24.1.tgz",
+      "integrity": "sha512-MqO+MLfM6kjxcKoy0p1wRzG3b4ZZXtPI+z2IE26UogS2Cm/XHO+7gGRBh6gcJsOiIVoH93UwKvW4HdgiOZCy9Q==",
+      "license": "Apache-2.0",
+      "engines": {
+        "node": ">=18.0.0"
       }
     },
     "node_modules/@mongodb-js/saslprep": {
@@ -34,6 +55,48 @@
         "sparse-bitfield": "^3.0.3"
       }
     },
+    "node_modules/@sinclair/typebox": {
+      "version": "0.32.35",
+      "resolved": "https://registry.npmjs.org/@sinclair/typebox/-/typebox-0.32.35.tgz",
+      "integrity": "sha512-Ul3YyOTU++to8cgNkttakC0dWvpERr6RYoHO2W47DLbFvrwBDJUY31B1sImH6JZSYc4Kt4PyHtoPNu+vL2r2dA==",
+      "license": "MIT"
+    },
+    "node_modules/@types/debug": {
+      "version": "4.1.12",
+      "resolved": "https://registry.npmjs.org/@types/debug/-/debug-4.1.12.tgz",
+      "integrity": "sha512-vIChWdVG3LG1SMxEvI/AK+FWJthlrqlTu7fbrlywTkkaONwk/UAGaULXRlf8vkzFBLVm0zkMdCquhL5aOjhXPQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/ms": "*"
+      }
+    },
+    "node_modules/@types/mdast": {
+      "version": "4.0.4",
+      "resolved": "https://registry.npmjs.org/@types/mdast/-/mdast-4.0.4.tgz",
+      "integrity": "sha512-kGaNbPh1k7AFzgpud/gMdvIm5xuECykRR+JnWKQno9TAXVa6WIVCGTPvYGekIDL4uwCZQSYbUxNBSb1aUo79oA==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/unist": "*"
+      }
+    },
+    "node_modules/@types/ms": {
+      "version": "2.1.0",
+      "resolved": "https://registry.npmjs.org/@types/ms/-/ms-2.1.0.tgz",
+      "integrity": "sha512-GsCCIZDE/p3i96vtEqx+7dBUGXrc7zeSK3wwPHIaRThS+9OhWIXRqzs4d6k1SVU8g91DrNRWxWUGhp5KXQb2VA==",
+      "license": "MIT"
+    },
+    "node_modules/@types/tough-cookie": {
+      "version": "4.0.5",
+      "resolved": "https://registry.npmjs.org/@types/tough-cookie/-/tough-cookie-4.0.5.tgz",
+      "integrity": "sha512-/Ad8+nIOV7Rl++6f1BdKxFSMgmoqEoYbHRpPcx3JEfv8VRsQe9Z4mCXeJBzxs7mbHY/XOZZuXlRNfhpVPbs6ZA==",
+      "license": "MIT"
+    },
+    "node_modules/@types/unist": {
+      "version": "3.0.3",
+      "resolved": "https://registry.npmjs.org/@types/unist/-/unist-3.0.3.tgz",
+      "integrity": "sha512-ko/gIFJRv177XgZsZcBwnqJN5x/Gien8qNOn0D5bQU/zAzVf9Zt3BlcUiLqhV9y4ARk0GbT3tnUiPNgnTXzc/Q==",
+      "license": "MIT"
+    },
     "node_modules/@types/webidl-conversions": {
       "version": "7.0.3",
       "resolved": "https://registry.npmjs.org/@types/webidl-conversions/-/webidl-conversions-7.0.3.tgz",
@@ -68,6 +131,33 @@
       "integrity": "sha512-PCVAQswWemu6UdxsDFFX/+gVeYqKAod3D3UVm91jHwynguOwAvYPhx8nNlM++NqRcK6CxxpUafjmhIdKiHibqg==",
       "license": "MIT"
     },
+    "node_modules/asynckit": {
+      "version": "0.4.0",
+      "resolved": "https://registry.npmjs.org/asynckit/-/asynckit-0.4.0.tgz",
+      "integrity": "sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q==",
+      "license": "MIT"
+    },
+    "node_modules/axios": {
+      "version": "1.10.0",
+      "resolved": "https://registry.npmjs.org/axios/-/axios-1.10.0.tgz",
+      "integrity": "sha512-/1xYAC4MP/HEG+3duIhFr4ZQXR4sQXOIe+o6sdqzeykGLx6Upp/1p8MHqhINOvGeP7xyNHe7tsiJByc4SSVUxw==",
+      "license": "MIT",
+      "dependencies": {
+        "follow-redirects": "^1.15.6",
+        "form-data": "^4.0.0",
+        "proxy-from-env": "^1.1.0"
+      }
+    },
+    "node_modules/bail": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/bail/-/bail-2.0.2.tgz",
+      "integrity": "sha512-0xO6mYd7JB2YesxDKplafRpsiOzPt9V02ddPCLbY1xYGPOX24NTyN50qnUxgCPcSoYMhKpAuBTjQoRZCAkUDRw==",
+      "license": "MIT",
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    },
     "node_modules/basic-auth": {
       "version": "2.0.1",
       "resolved": "https://registry.npmjs.org/basic-auth/-/basic-auth-2.0.1.tgz",
@@ -115,6 +205,24 @@
         "node": ">= 0.8"
       }
     },
+    "node_modules/body-parser/node_modules/iconv-lite": {
+      "version": "0.4.23",
+      "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.4.23.tgz",
+      "integrity": "sha512-neyTUVFtahjf0mB3dZT77u+8O0QB89jFdnBkd5P1JgYPbPaia3gXXOVL2fq8VyU2gMMD7SaN7QukTB/pmXYvDA==",
+      "license": "MIT",
+      "dependencies": {
+        "safer-buffer": ">= 2.1.2 < 3"
+      },
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
+    "node_modules/boolbase": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/boolbase/-/boolbase-1.0.0.tgz",
+      "integrity": "sha512-JZOSA7Mo9sNGB8+UjSgzdLtokWAky1zbztM3WRLCbZ70/3cTANmQmOdR7y2g+J0e2WXywy1yS468tY+IruqEww==",
+      "license": "ISC"
+    },
     "node_modules/bson": {
       "version": "6.10.4",
       "resolved": "https://registry.npmjs.org/bson/-/bson-6.10.4.tgz",
@@ -139,6 +247,92 @@
         "node": ">= 0.8"
       }
     },
+    "node_modules/call-bind-apply-helpers": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/call-bind-apply-helpers/-/call-bind-apply-helpers-1.0.2.tgz",
+      "integrity": "sha512-Sp1ablJ0ivDkSzjcaJdxEunN5/XvksFJ2sMBFfq6x0ryhQV/2b/KwFe21cMpmHtPOSij8K99/wSfoEuTObmuMQ==",
+      "license": "MIT",
+      "dependencies": {
+        "es-errors": "^1.3.0",
+        "function-bind": "^1.1.2"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      }
+    },
+    "node_modules/character-entities": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/character-entities/-/character-entities-2.0.2.tgz",
+      "integrity": "sha512-shx7oQ0Awen/BRIdkjkvz54PnEEI/EjwXDSIZp86/KKdbafHh1Df/RYGBhn4hbe2+uKC9FnT5UCEdyPz3ai9hQ==",
+      "license": "MIT",
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    },
+    "node_modules/cheerio": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/cheerio/-/cheerio-1.1.0.tgz",
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+        "micromark-util-types": "^2.0.0",
+        "unified": "^11.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
+    "node_modules/requires-port": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/requires-port/-/requires-port-1.0.0.tgz",
+      "integrity": "sha512-KigOCHcocU3XODJxsu8i/j8T9tzT4adHiecwORRQ0ZZFcp7ahwXuRU1m+yuO90C5ZUyGeGfocHDI14M3L3yDAQ==",
+      "license": "MIT"
+    },
     "node_modules/safe-buffer": {
       "version": "5.1.2",
       "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.1.2.tgz",
@@ -984,6 +2268,45 @@
         "node": ">= 0.6"
       }
     },
+    "node_modules/strnum": {
+      "version": "2.1.1",
+      "resolved": "https://registry.npmjs.org/strnum/-/strnum-2.1.1.tgz",
+      "integrity": "sha512-7ZvoFTiCnGxBtDqJ//Cu6fWtZtc7Y3x+QOirG15wztbdngGSkht27o2pyGWrVy0b4WAy3jbKmnoK6g5VlVNUUw==",
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/NaturalIntelligence"
+        }
+      ],
+      "license": "MIT"
+    },
+    "node_modules/tough-cookie": {
+      "version": "4.1.4",
+      "resolved": "https://registry.npmjs.org/tough-cookie/-/tough-cookie-4.1.4.tgz",
+      "integrity": "sha512-Loo5UUvLD9ScZ6jh8beX1T6sO1w2/MpCRpEP7V280GKMVUQ0Jzar2U3UJPsrdbziLEMMhu3Ujnq//rhiFuIeag==",
+      "license": "BSD-3-Clause",
+      "dependencies": {
+        "psl": "^1.1.33",
+        "punycode": "^2.1.1",
+        "universalify": "^0.2.0",
+        "url-parse": "^1.5.3"
+      },
+      "engines": {
+        "node": ">=6"
+      }
+    },
+    "node_modules/tough-cookie-file-store": {
+      "version": "2.0.3",
+      "resolved": "https://registry.npmjs.org/tough-cookie-file-store/-/tough-cookie-file-store-2.0.3.tgz",
+      "integrity": "sha512-sMpZVcmFf6EYFHFFl+SYH4W1/OnXBYMGDsv2IlbQ2caHyFElW/UR/gpj/KYU1JwmP4dE9xqwv2+vWcmlXHojSw==",
+      "license": "MIT",
+      "dependencies": {
+        "tough-cookie": "^4.0.0"
+      },
+      "engines": {
+        "node": ">=6"
+      }
+    },
     "node_modules/tr46": {
       "version": "5.1.1",
       "resolved": "https://registry.npmjs.org/tr46/-/tr46-5.1.1.tgz",
@@ -996,6 +2319,16 @@
         "node": ">=18"
       }
     },
+    "node_modules/trough": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/trough/-/trough-2.2.0.tgz",
+      "integrity": "sha512-tmMpK00BjZiUyVyvrBK7knerNgmgvcV/KLVyuma/SC+TQN167GrMRciANTz09+k3zW8L8t60jWO1GpfkZdjTaw==",
+      "license": "MIT",
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    },
     "node_modules/type-is": {
       "version": "1.6.18",
       "resolved": "https://registry.npmjs.org/type-is/-/type-is-1.6.18.tgz",
@@ -1009,6 +2342,56 @@
         "node": ">= 0.6"
       }
     },
+    "node_modules/undici": {
+      "version": "7.11.0",
+      "resolved": "https://registry.npmjs.org/undici/-/undici-7.11.0.tgz",
+      "integrity": "sha512-heTSIac3iLhsmZhUCjyS3JQEkZELateufzZuBaVM5RHXdSBMb1LPMQf5x+FH7qjsZYDP0ttAc3nnVpUB+wYbOg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=20.18.1"
+      }
+    },
+    "node_modules/unified": {
+      "version": "11.0.5",
+      "resolved": "https://registry.npmjs.org/unified/-/unified-11.0.5.tgz",
+      "integrity": "sha512-xKvGhPWw3k84Qjh8bI3ZeJjqnyadK+GEFtazSfZv/rKeTkTjOJho6mFqh2SM96iIcZokxiOpg78GazTSg8+KHA==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/unist": "^3.0.0",
+        "bail": "^2.0.0",
+        "devlop": "^1.0.0",
+        "extend": "^3.0.0",
+        "is-plain-obj": "^4.0.0",
+        "trough": "^2.0.0",
+        "vfile": "^6.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
+    "node_modules/unist-util-stringify-position": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/unist-util-stringify-position/-/unist-util-stringify-position-4.0.0.tgz",
+      "integrity": "sha512-0ASV06AAoKCDkS2+xw5RXJywruurpbC4JZSm7nr7MOt1ojAzvyyaO+UxZf18j8FCF6kmzCZKcAgN/yu2gm2XgQ==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/unist": "^3.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
+    "node_modules/universalify": {
+      "version": "0.2.0",
+      "resolved": "https://registry.npmjs.org/universalify/-/universalify-0.2.0.tgz",
+      "integrity": "sha512-CJ1QgKmNg3CwvAv/kOFmtnEN05f0D/cn9QntgNOQlQF9dgvVTHj3t+8JPdjqawCHk7V/KA+fbUqzZ9XWhcqPUg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">= 4.0.0"
+      }
+    },
     "node_modules/unpipe": {
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/unpipe/-/unpipe-1.0.0.tgz",
@@ -1018,6 +2401,16 @@
         "node": ">= 0.8"
       }
     },
+    "node_modules/url-parse": {
+      "version": "1.5.10",
+      "resolved": "https://registry.npmjs.org/url-parse/-/url-parse-1.5.10.tgz",
+      "integrity": "sha512-WypcfiRhfeUP9vvF0j6rw0J3hrWrw6iZv3+22h6iRMJ/8z1Tj6XfLP4DsUix5MhMPnXpiHDoKyoZ/bdCkwBCiQ==",
+      "license": "MIT",
+      "dependencies": {
+        "querystringify": "^2.1.1",
+        "requires-port": "^1.0.0"
+      }
+    },
     "node_modules/utils-merge": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/utils-merge/-/utils-merge-1.0.1.tgz",
@@ -1045,6 +2438,34 @@
         "node": ">= 0.8"
       }
     },
+    "node_modules/vfile": {
+      "version": "6.0.3",
+      "resolved": "https://registry.npmjs.org/vfile/-/vfile-6.0.3.tgz",
+      "integrity": "sha512-KzIbH/9tXat2u30jf+smMwFCsno4wHVdNmzFyL+T/L3UGqqk6JKfVqOFOZEpZSHADH1k40ab6NUIXZq422ov3Q==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/unist": "^3.0.0",
+        "vfile-message": "^4.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
+    "node_modules/vfile-message": {
+      "version": "4.0.3",
+      "resolved": "https://registry.npmjs.org/vfile-message/-/vfile-message-4.0.3.tgz",
+      "integrity": "sha512-QTHzsGd1EhbZs4AsQ20JX1rC3cOlt/IWJruk893DfLRr57lcnOeMaWG4K0JrRta4mIJZKth2Au3mM3u03/JWKw==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/unist": "^3.0.0",
+        "unist-util-stringify-position": "^4.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
     "node_modules/webidl-conversions": {
       "version": "7.0.0",
       "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-7.0.0.tgz",
@@ -1054,6 +2475,39 @@
         "node": ">=12"
       }
     },
+    "node_modules/whatwg-encoding": {
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/whatwg-encoding/-/whatwg-encoding-3.1.1.tgz",
+      "integrity": "sha512-6qN4hJdMwfYBtE3YBTTHhoeuUrDBPZmbQaxWAqSALV/MeEnR5z1xd8UKud2RAkFoPkmB+hli1TZSnyi84xz1vQ==",
+      "license": "MIT",
+      "dependencies": {
+        "iconv-lite": "0.6.3"
+      },
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/whatwg-encoding/node_modules/iconv-lite": {
+      "version": "0.6.3",
+      "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.6.3.tgz",
+      "integrity": "sha512-4fCk79wshMdzMp2rH06qWrJE4iolqLhCUH+OiuIgU++RB0+94NlDL81atO7GX55uUKueo0txHNtvEyI6D7WdMw==",
+      "license": "MIT",
+      "dependencies": {
+        "safer-buffer": ">= 2.1.2 < 3.0.0"
+      },
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
+    "node_modules/whatwg-mimetype": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/whatwg-mimetype/-/whatwg-mimetype-4.0.0.tgz",
+      "integrity": "sha512-QaKxh0eNIi2mE9p2vEdzfagOKHCcj1pJ56EEHGQOVxp8r9/iszLUUV7v89x9O1p/T+NlTM5W7jW6+cz4Fq1YVg==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=18"
+      }
+    },
     "node_modules/whatwg-url": {
       "version": "14.2.0",
       "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-14.2.0.tgz",
@@ -1066,6 +2520,24 @@
       "engines": {
         "node": ">=18"
       }
+    },
+    "node_modules/yahoo-finance2": {
+      "version": "2.13.3",
+      "resolved": "https://registry.npmjs.org/yahoo-finance2/-/yahoo-finance2-2.13.3.tgz",
+      "integrity": "sha512-ZECy6wQ7ymT08nVrxqQf+gwmINJ4/ECLyq+vM3SQmH3HWzje5DX1WX5YcZpWpWi4KXdmo2Vuk9OAdrTP09nE4g==",
+      "license": "MIT",
+      "dependencies": {
+        "@sinclair/typebox": "^0.32.27",
+        "@types/tough-cookie": "^4.0.2",
+        "tough-cookie": "^4.1.2",
+        "tough-cookie-file-store": "^2.0.3"
+      },
+      "bin": {
+        "yahoo-finance": "bin/yahoo-finance.js"
+      },
+      "engines": {
+        "node": ">=18.0.0"
+      }
     }
   }
 }
diff --git a/package.json b/package.json
index f9315e5..ca13e5d 100644
--- a/package.json
+++ b/package.json
@@ -18,19 +18,31 @@
   },
   "homepage": "https://github.com/InserToken/UpAndDown-Server#readme",
   "dependencies": {
+    "@google/generative-ai": "^0.24.1",
+    "axios": "^1.10.0",
     "bcrypt": "^6.0.0",
+    "cheerio": "^1.1.0",
     "cookie-parser": "~1.4.4",
     "cors": "^2.8.5",
+    "date-fns": "^4.1.0",
+    "dayjs": "^1.11.13",
     "debug": "~2.6.9",
     "dotenv": "^17.2.0",
     "ejs": "~2.6.1",
     "express": "~4.16.1",
+    "fast-xml-parser": "^5.2.5",
     "http-errors": "~1.6.3",
+    "iconv-lite": "^0.6.3",
     "jsonwebtoken": "^9.0.2",
     "mongodb": "^6.17.0",
     "mongoose": "^8.16.3",
     "morgan": "~1.9.1",
+    "node-cache": "^5.1.2",
+    "node-cron": "^4.2.1",
     "node-fetch": "^2.7.0",
-    "validator": "^13.15.15"
+    "remark-parse": "^11.0.0",
+    "unified": "^11.0.5",
+    "validator": "^13.15.15",
+    "yahoo-finance2": "^2.13.3"
   }
 }
diff --git a/practice_chartdata.json b/practice_chartdata.json
deleted file mode 100644
index e9ac0ef..0000000
--- a/practice_chartdata.json
+++ /dev/null
@@ -1,24005 +0,0 @@
-{
-  "stock_code": "005930",
-  "prices": [
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diff --git a/practice_problem_2018up_simple.json b/practice_problem_2018up_simple.json
new file mode 100644
index 0000000..0f18fc4
--- /dev/null
+++ b/practice_problem_2018up_simple.json
@@ -0,0 +1,151112 @@
+[
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+    "stock_code": "005930",
+    "problemtype": 1,
+    "title": "삼성전자_2019-08-30_1"
+  },
+  {
+    "date": "2019-12-12",
+    "stock_code": "005930",
+    "problemtype": 1,
+    "title": "삼성전자_2019-12-12_1"
+  },
+  {
+    "date": "2020-11-10",
+    "stock_code": "005930",
+    "problemtype": 1,
+    "title": "삼성전자_2020-11-10_1"
+  },
+  {
+    "date": "2024-03-14",
+    "stock_code": "005930",
+    "problemtype": 1,
+    "title": "삼성전자_2024-03-14_1"
+  },
+  {
+    "date": "2025-06-02",
+    "stock_code": "005930",
+    "problemtype": 1,
+    "title": "삼성전자_2025-06-02_1"
+  },
+  {
+    "date": "2018-06-11",
+    "stock_code": "005930",
+    "problemtype": 2,
+    "title": "삼성전자_2018-06-11_2"
+  },
+  {
+    "date": "2019-08-01",
+    "stock_code": "005930",
+    "problemtype": 2,
+    "title": "삼성전자_2019-08-01_2"
+  },
+  {
+    "date": "2022-06-08",
+    "stock_code": "005930",
+    "problemtype": 2,
+    "title": "삼성전자_2022-06-08_2"
+  },
+  {
+    "date": "2024-05-23",
+    "stock_code": "005930",
+    "problemtype": 2,
+    "title": "삼성전자_2024-05-23_2"
+  },
+  {
+    "date": "2019-02-14",
+    "stock_code": "005930",
+    "problemtype": 3,
+    "title": "삼성전자_2019-02-14_3"
+  },
+  {
+    "date": "2019-06-28",
+    "stock_code": "005930",
+    "problemtype": 3,
+    "title": "삼성전자_2019-06-28_3"
+  },
+  {
+    "date": "2020-07-29",
+    "stock_code": "005930",
+    "problemtype": 3,
+    "title": "삼성전자_2020-07-29_3"
+  },
+  {
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+    "stock_code": "005930",
+    "problemtype": 3,
+    "title": "삼성전자_2023-01-26_3"
+  },
+  {
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+    "stock_code": "005930",
+    "problemtype": 4,
+    "title": "삼성전자_2018-02-09_4"
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+    "date": "2022-05-16",
+    "stock_code": "093370",
+    "problemtype": 7,
+    "title": "후성_2022-05-16_7"
+  },
+  {
+    "date": "2023-03-24",
+    "stock_code": "093370",
+    "problemtype": 7,
+    "title": "후성_2023-03-24_7"
+  },
+  {
+    "date": "2023-03-27",
+    "stock_code": "093370",
+    "problemtype": 7,
+    "title": "후성_2023-03-27_7"
+  },
+  {
+    "date": "2024-11-08",
+    "stock_code": "093370",
+    "problemtype": 7,
+    "title": "후성_2024-11-08_7"
+  },
+  {
+    "date": "2018-02-23",
+    "stock_code": "093370",
+    "problemtype": 8,
+    "title": "후성_2018-02-23_8"
+  },
+  {
+    "date": "2018-02-26",
+    "stock_code": "093370",
+    "problemtype": 8,
+    "title": "후성_2018-02-26_8"
+  },
+  {
+    "date": "2018-06-27",
+    "stock_code": "093370",
+    "problemtype": 8,
+    "title": "후성_2018-06-27_8"
+  },
+  {
+    "date": "2018-11-13",
+    "stock_code": "093370",
+    "problemtype": 8,
+    "title": "후성_2018-11-13_8"
+  },
+  {
+    "date": "2018-11-14",
+    "stock_code": "093370",
+    "problemtype": 8,
+    "title": "후성_2018-11-14_8"
+  },
+  {
+    "date": "2019-05-30",
+    "stock_code": "093370",
+    "problemtype": 8,
+    "title": "후성_2019-05-30_8"
+  },
+  {
+    "date": "2019-05-31",
+    "stock_code": "093370",
+    "problemtype": 8,
+    "title": "후성_2019-05-31_8"
+  },
+  {
+    "date": "2020-06-10",
+    "stock_code": "093370",
+    "problemtype": 8,
+    "title": "후성_2020-06-10_8"
+  },
+  {
+    "date": "2021-03-12",
+    "stock_code": "093370",
+    "problemtype": 8,
+    "title": "후성_2021-03-12_8"
+  },
+  {
+    "date": "2021-05-18",
+    "stock_code": "093370",
+    "problemtype": 8,
+    "title": "후성_2021-05-18_8"
+  },
+  {
+    "date": "2021-07-29",
+    "stock_code": "093370",
+    "problemtype": 8,
+    "title": "후성_2021-07-29_8"
+  },
+  {
+    "date": "2021-09-29",
+    "stock_code": "093370",
+    "problemtype": 8,
+    "title": "후성_2021-09-29_8"
+  },
+  {
+    "date": "2021-09-30",
+    "stock_code": "093370",
+    "problemtype": 8,
+    "title": "후성_2021-09-30_8"
+  },
+  {
+    "date": "2022-02-14",
+    "stock_code": "093370",
+    "problemtype": 8,
+    "title": "후성_2022-02-14_8"
+  },
+  {
+    "date": "2022-02-15",
+    "stock_code": "093370",
+    "problemtype": 8,
+    "title": "후성_2022-02-15_8"
+  },
+  {
+    "date": "2022-08-26",
+    "stock_code": "093370",
+    "problemtype": 8,
+    "title": "후성_2022-08-26_8"
+  },
+  {
+    "date": "2022-10-12",
+    "stock_code": "093370",
+    "problemtype": 8,
+    "title": "후성_2022-10-12_8"
+  },
+  {
+    "date": "2023-02-02",
+    "stock_code": "093370",
+    "problemtype": 8,
+    "title": "후성_2023-02-02_8"
+  },
+  {
+    "date": "2024-04-08",
+    "stock_code": "093370",
+    "problemtype": 8,
+    "title": "후성_2024-04-08_8"
+  },
+  {
+    "date": "2019-07-03",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2019-07-03_9"
+  },
+  {
+    "date": "2019-07-04",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2019-07-04_9"
+  },
+  {
+    "date": "2019-07-16",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2019-07-16_9"
+  },
+  {
+    "date": "2019-07-17",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2019-07-17_9"
+  },
+  {
+    "date": "2020-05-25",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2020-05-25_9"
+  },
+  {
+    "date": "2020-05-26",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2020-05-26_9"
+  },
+  {
+    "date": "2020-08-10",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2020-08-10_9"
+  },
+  {
+    "date": "2020-09-04",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2020-09-04_9"
+  },
+  {
+    "date": "2020-09-07",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2020-09-07_9"
+  },
+  {
+    "date": "2020-09-08",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2020-09-08_9"
+  },
+  {
+    "date": "2020-12-18",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2020-12-18_9"
+  },
+  {
+    "date": "2020-12-21",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2020-12-21_9"
+  },
+  {
+    "date": "2021-01-20",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2021-01-20_9"
+  },
+  {
+    "date": "2021-01-21",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2021-01-21_9"
+  },
+  {
+    "date": "2021-04-19",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2021-04-19_9"
+  },
+  {
+    "date": "2021-07-14",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2021-07-14_9"
+  },
+  {
+    "date": "2021-07-15",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2021-07-15_9"
+  },
+  {
+    "date": "2021-07-16",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2021-07-16_9"
+  },
+  {
+    "date": "2021-09-08",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2021-09-08_9"
+  },
+  {
+    "date": "2021-09-09",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2021-09-09_9"
+  },
+  {
+    "date": "2021-11-12",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2021-11-12_9"
+  },
+  {
+    "date": "2021-11-15",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2021-11-15_9"
+  },
+  {
+    "date": "2022-05-20",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2022-05-20_9"
+  },
+  {
+    "date": "2022-05-23",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2022-05-23_9"
+  },
+  {
+    "date": "2023-03-29",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2023-03-29_9"
+  },
+  {
+    "date": "2023-03-30",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2023-03-30_9"
+  },
+  {
+    "date": "2025-06-13",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2025-06-13_9"
+  },
+  {
+    "date": "2025-06-16",
+    "stock_code": "093370",
+    "problemtype": 9,
+    "title": "후성_2025-06-16_9"
+  },
+  {
+    "date": "2018-10-11",
+    "stock_code": "093370",
+    "problemtype": 10,
+    "title": "후성_2018-10-11_10"
+  },
+  {
+    "date": "2018-10-29",
+    "stock_code": "093370",
+    "problemtype": 10,
+    "title": "후성_2018-10-29_10"
+  },
+  {
+    "date": "2018-12-11",
+    "stock_code": "093370",
+    "problemtype": 10,
+    "title": "후성_2018-12-11_10"
+  },
+  {
+    "date": "2019-01-04",
+    "stock_code": "093370",
+    "problemtype": 10,
+    "title": "후성_2019-01-04_10"
+  },
+  {
+    "date": "2019-06-28",
+    "stock_code": "093370",
+    "problemtype": 10,
+    "title": "후성_2019-06-28_10"
+  },
+  {
+    "date": "2020-03-18",
+    "stock_code": "093370",
+    "problemtype": 10,
+    "title": "후성_2020-03-18_10"
+  },
+  {
+    "date": "2020-03-19",
+    "stock_code": "093370",
+    "problemtype": 10,
+    "title": "후성_2020-03-19_10"
+  },
+  {
+    "date": "2022-06-23",
+    "stock_code": "093370",
+    "problemtype": 10,
+    "title": "후성_2022-06-23_10"
+  },
+  {
+    "date": "2022-09-28",
+    "stock_code": "093370",
+    "problemtype": 10,
+    "title": "후성_2022-09-28_10"
+  },
+  {
+    "date": "2023-01-02",
+    "stock_code": "093370",
+    "problemtype": 10,
+    "title": "후성_2023-01-02_10"
+  },
+  {
+    "date": "2023-06-29",
+    "stock_code": "093370",
+    "problemtype": 10,
+    "title": "후성_2023-06-29_10"
+  },
+  {
+    "date": "2024-08-05",
+    "stock_code": "093370",
+    "problemtype": 10,
+    "title": "후성_2024-08-05_10"
+  },
+  {
+    "date": "2024-11-13",
+    "stock_code": "093370",
+    "problemtype": 10,
+    "title": "후성_2024-11-13_10"
+  },
+  {
+    "date": "2024-11-14",
+    "stock_code": "093370",
+    "problemtype": 10,
+    "title": "후성_2024-11-14_10"
+  },
+  {
+    "date": "2024-11-15",
+    "stock_code": "093370",
+    "problemtype": 10,
+    "title": "후성_2024-11-15_10"
+  },
+  {
+    "date": "2024-12-09",
+    "stock_code": "093370",
+    "problemtype": 10,
+    "title": "후성_2024-12-09_10"
+  },
+  {
+    "date": "2025-04-09",
+    "stock_code": "093370",
+    "problemtype": 10,
+    "title": "후성_2025-04-09_10"
+  }
+]
\ No newline at end of file
diff --git a/routes/auth.js b/routes/auth.js
index b7975c6..c902ad7 100644
--- a/routes/auth.js
+++ b/routes/auth.js
@@ -1,6 +1,8 @@
 var express = require("express");
 const Auth = require("../models/Auth");
 const { createToken } = require("../utils/auth");
+const { authenticate } = require("../middleware/auth");
+
 var router = express.Router();
 
 router.post("/signup", async (req, res) => {
@@ -50,4 +52,22 @@ router.all("/logout", (req, res) => {
   res.status(200).json({ message: "로그아웃되었습니다." });
 });
 
+/* --- 내 정보 확인 --- */
+router.get("/me", authenticate, async (req, res) => {
+  try {
+    const user = req.user; // 미들웨어에서 전달된 사용자 정보
+
+    res.status(200).json({
+      success: true,
+      user: {
+        email: user.email,
+        nickname: user.nickname,
+      },
+    });
+  } catch (err) {
+    console.error("내 정보 조회 중 에러 발생:", err);
+    res.status(500).json({ success: false, message: "서버 에러" });
+  }
+});
+
 module.exports = router;
diff --git a/routes/fetchAllFinancials.js b/routes/fetchAllFinancials.js
new file mode 100644
index 0000000..22bcb79
--- /dev/null
+++ b/routes/fetchAllFinancials.js
@@ -0,0 +1,134 @@
+// routes/fetchAllFinancials.js
+const express = require("express");
+const router = express.Router();
+const path = require("path");
+const fs = require("fs").promises;
+
+const FinancialSummary = require("../models/FinancialSummary");
+const { getFinancialSummary } = require("../services/fetchFinancialData");
+const getCorpCodeByStockCode = require("../utils/getCorpCode");
+
+/**
+ * GET /api/fetch-all?start=2020&end=2024
+ * kospi200_codes.json에 있는 모든 종목에 대해 재무요약을 가져와 저장합니다.
+ */
+router.get("/fetch-all", async (req, res) => {
+  const startYear = parseInt(req.query.start, 10) || 2020;
+  const endYear = parseInt(req.query.end, 10) || new Date().getFullYear();
+
+  try {
+    // 1) JSON 파일 읽기
+    const codesPath = path.resolve(__dirname, "../kospi200_codes.json");
+    const raw = await fs.readFile(codesPath, "utf8");
+    const kospi200 = JSON.parse(raw); // [ { _id: "005930", name: "삼성전자" }, … ]
+
+    const results = [];
+
+    // 2) 순회하며 fetch & upsert
+    for (const { _id: stockCode, name } of kospi200) {
+      try {
+        const entries = await getFinancialSummary(
+          stockCode,
+          startYear,
+          endYear
+        );
+        if (!entries || entries.length === 0) {
+          results.push({ stockCode, name, status: "no data" });
+          continue;
+        }
+
+        const corp_code = getCorpCodeByStockCode(stockCode);
+        await FinancialSummary.updateOne(
+          { stock_code: stockCode },
+          { $set: { stock_code: stockCode, corp_code, entries } },
+          { upsert: true, runValidators: true, setDefaultsOnInsert: true }
+        );
+
+        results.push({
+          stockCode,
+          name,
+          status: "saved",
+          count: entries.length,
+        });
+      } catch (err) {
+        results.push({
+          stockCode,
+          name,
+          status: "error",
+          error: err.message,
+        });
+      }
+    }
+
+    // 3) 결과 리턴
+    res.json({ message: "✅ 완료", results });
+  } catch (err) {
+    res.status(500).json({ error: err.message });
+  }
+});
+
+router.get("/fetch-part", async (req, res) => {
+  const startYear = parseInt(req.query.start, 10) || 2020;
+  const endYear = parseInt(req.query.end, 10) || new Date().getFullYear();
+  const startIndex = parseInt(req.query.startIndex, 10) || 0;
+  const endIndex = parseInt(req.query.endIndex, 10); // 지정 안 되면 전체
+
+  try {
+    const codesPath = path.resolve(__dirname, "../kospi200_codes.json");
+    const raw = await fs.readFile(codesPath, "utf8");
+    const kospi200 = JSON.parse(raw); // ex: 200개 [{ _id, name }, …]
+
+    const sliced = kospi200.slice(
+      startIndex,
+      endIndex !== undefined ? endIndex + 1 : kospi200.length
+    );
+
+    const results = [];
+
+    for (const { _id: stockCode, name } of sliced) {
+      try {
+        const entries = await getFinancialSummary(
+          stockCode,
+          startYear,
+          endYear
+        );
+
+        if (!entries || entries.length === 0) {
+          results.push({ stockCode, name, status: "no data" });
+          continue;
+        }
+
+        const corp_code = getCorpCodeByStockCode(stockCode);
+
+        await FinancialSummary.updateOne(
+          { stock_code: stockCode },
+          { $set: { stock_code: stockCode, corp_code, entries } },
+          { upsert: true, runValidators: true, setDefaultsOnInsert: true }
+        );
+
+        results.push({
+          stockCode,
+          name,
+          status: "saved",
+          count: entries.length,
+        });
+      } catch (err) {
+        results.push({
+          stockCode,
+          name,
+          status: "error",
+          error: err.message,
+        });
+      }
+    }
+
+    res.json({
+      message: `✅ 완료: ${startIndex} ~ ${endIndex ?? kospi200.length - 1}`,
+      results,
+    });
+  } catch (err) {
+    res.status(500).json({ error: err.message });
+  }
+});
+
+module.exports = router;
diff --git a/routes/finance.js b/routes/finance.js
new file mode 100644
index 0000000..e34be4d
--- /dev/null
+++ b/routes/finance.js
@@ -0,0 +1,30 @@
+const express = require("express");
+const fetch = require("node-fetch");
+const cheerio = require("cheerio");
+const fs = require("fs");
+const path = require("path");
+const FinancialSummary = require("../models/FinancialSummary");
+
+const router = express.Router();
+
+const API_KEY = "f829a70ff7a97b41e53e6f4c190b288d85052c15";
+const FIN_URL = "https://opendart.fss.or.kr/api/stockTotqySttus.json";
+const currentYear = 2025;
+const REPORT_CODES = [11013, 11012, 11014, 11011];
+
+// 주가 크롤링
+async function fetchStockPrice(stockCode) {
+  const url = `https://finance.naver.com/item/main.nhn?code=${stockCode}`;
+  const response = await fetch(url);
+  const html = await response.text();
+  const $ = cheerio.load(html);
+
+  const priceText = $("#chart_area .rate_info .no_today .blind")
+    .first()
+    .text()
+    .replace(/,/g, "");
+  const price = parseInt(priceText, 10);
+
+  if (isNaN(price)) throw new Error("주가 파싱 실패");
+  return price;
+}
diff --git a/routes/financialRoutes.js b/routes/financialRoutes.js
new file mode 100644
index 0000000..c17920a
--- /dev/null
+++ b/routes/financialRoutes.js
@@ -0,0 +1,38 @@
+const express = require("express");
+const router = express.Router();
+const FinancialSummary = require("../models/FinancialSummary");
+const { getFinancialSummary } = require("../services/fetchFinancialData");
+const getCorpCodeByStockCode = require("../utils/getCorpCode");
+
+router.get("/fetch", async (req, res) => {
+  const { stockCode, start, end } = req.query;
+  if (!stockCode || !start || !end)
+    return res.status(400).json({ error: "stockCode, start, end 필요" });
+
+  try {
+    // 1) 분기별 원본 + TTM/지표까지 계산된 entries 배열 반환
+    const entries = await getFinancialSummary(
+      stockCode,
+      Number(start),
+      Number(end)
+    );
+    if (!entries.length) return res.status(404).json({ error: "데이터 없음" });
+
+    // 2) corp_code 채우기
+    const corp_code = getCorpCodeByStockCode(stockCode);
+
+    // 3) DB에 저장 (upsert)
+    await FinancialSummary.updateOne(
+      { stock_code: stockCode },
+      { $set: { stock_code: stockCode, corp_code, entries } },
+      { upsert: true, runValidators: true, setDefaultsOnInsert: true }
+    );
+
+    res.json({ message: "✅ 저장 완료", count: entries.length });
+  } catch (err) {
+    console.error(err);
+    res.status(500).json({ error: err.message });
+  }
+});
+
+module.exports = router;
diff --git a/routes/gemini.js b/routes/gemini.js
new file mode 100644
index 0000000..4f0b142
--- /dev/null
+++ b/routes/gemini.js
@@ -0,0 +1,87 @@
+const express = require("express");
+const router = express.Router();
+const { GoogleGenerativeAI } = require("@google/generative-ai");
+
+// const remarkParse = require("remark-parse");
+// const { unified } = require("unified");
+// console.log(remarkParse.default);
+
+// const mdProcessor = unified().use(remarkParse.default);
+const genAI = new GoogleGenerativeAI(process.env.GENERATIVE_AI_API_KEY);
+
+router.post("/grade", async (req, res) => {
+  try {
+    const { prompt, user_answer } = req.body;
+
+    if (!prompt || !user_answer) {
+      return res
+        .status(400)
+        .json({ error: "prompt와 user_answer 모두 필요합니다." });
+    }
+
+    const model = genAI.getGenerativeModel({ model: "gemini-1.5-flash" });
+
+    const fullPrompt = `
+너는 투자 교육 서비스의 채점자야. 아래 사용자 답변이 얼마나 구체적이고 정확한지를 기준별로 100점 만점 채점해줘.
+차트 기술적 분석에 비중을 두고 채점해줘.
+평가 기준:
+예측 논리 (15)
+차트 기술적 분석 (50)
+거시경제 반영 (10)
+시황 이슈 반영 (10)
+정량적 근거 (15)
+
+3문장 이내로 피드백을 주고, 초보자 학습 방향도 2가지 알려줘. 존댓말 사용.
+해당 문제에 대한 참고사항: ${prompt}
+사용자:
+"${user_answer}"
+
+출력 형식(json, 숫자는 모두 int):
+{
+  "score": 00,
+  "breakdown": {
+    "logic": 00,
+    "technical": 00,
+    "macroEconomy": 00,
+    "marketIssues": 00,
+    "quantEvidence": 00
+  },
+  "feedback": "여기에 3문장 이내 피드백",
+  "study": ["학습 방향 1", "학습 방향 2"]
+}
+`;
+
+    const result = await model.generateContent(fullPrompt);
+    const text = result.response.text();
+
+    const parseTree = mdProcessor.parse(text);
+    console.log("parseTree", parseTree);
+    const tree = await mdProcessor.run(parseTree);
+    console.log("tree", tree);
+    const data = JSON.parse(tree.children[0].value);
+
+    // console.log("text", text);
+
+    text1 = text.replace(/```json|```|'''json|'''/gi, "").trim();
+    console.log("응답", text1);
+
+    res.json({ result: text });
+  } catch (e) {
+    console.error(e);
+    res.status(500).json({ error: "채점 실패" });
+  }
+});
+
+// // import { removePosition } from "unist-util-remove-position";
+
+// const processor = unified().use(remarkParse);
+
+// const value = '```json {"score": 30, "breakdown:{"logic":5, techinial:20}}```';
+// const parseTree = processor.parse(value);
+// const tree = await processor.run(parseTree);
+
+// // removePosition(tree, { force: true });
+
+// console.dir(tree, { depth: null });
+
+module.exports = router;
diff --git a/routes/holiday.js b/routes/holiday.js
new file mode 100644
index 0000000..18dfb1d
--- /dev/null
+++ b/routes/holiday.js
@@ -0,0 +1,12 @@
+const express = require("express");
+const router = express.Router();
+const Holiday = require("../models/Holiday");
+
+router.get("/", async (req, res) => {
+  const holidays = await Holiday.find({});
+  let holidaySet = new Set();
+  holidaySet = new Set(holidays.map((h) => h.date));
+  res.json([...holidaySet]);
+});
+
+module.exports = router;
diff --git a/routes/metricsRoutes.js b/routes/metricsRoutes.js
new file mode 100644
index 0000000..391eeec
--- /dev/null
+++ b/routes/metricsRoutes.js
@@ -0,0 +1,19 @@
+const express = require("express");
+const router = express.Router();
+const { computeMetrics } = require("../services/metricsService");
+
+router.get("/metrics", async (req, res) => {
+  const { stockCode, date } = req.query;
+  if (!stockCode || !date) {
+    return res.status(400).json({ error: "stockCode, date 필요" });
+  }
+  try {
+    const metrics = await computeMetrics(stockCode, date);
+    res.json(metrics);
+  } catch (err) {
+    console.error(err);
+    res.status(500).json({ error: err.message });
+  }
+});
+
+module.exports = router;
diff --git a/routes/myPage.js b/routes/myPage.js
new file mode 100644
index 0000000..f7b761e
--- /dev/null
+++ b/routes/myPage.js
@@ -0,0 +1,90 @@
+const express = require("express");
+const router = express.Router();
+const UserStock = require("../models/UserStock");
+const RealScore = require("../models/RealScore");
+const PracticeScore = require("../models/PracticeScore");
+const PracticeProblem = require("../models/PracticeProblem");
+const { authenticate } = require("../middleware/auth");
+
+//연습 문제 조회
+router.get("/practice", authenticate, async (req, res) => {
+  try {
+    const userId = req.user._id;
+
+    const scores = await PracticeScore.find({ user_id: userId })
+      .populate({
+        path: "problem_id",
+        select: "stock_code title date", // 필요한 필드만 선택
+        strictPopulate: false,
+      })
+      .sort({ date: -1 }); // 최신순 정렬
+
+    res.json({
+      message: "연습 투자 예측 점수 조회 성공",
+      data: scores,
+    });
+  } catch (err) {
+    console.error("PracticeScore 조회 에러:", err);
+    res.status(500).json({ message: "서버 에러" });
+  }
+});
+
+//실전 문제 조회
+router.get("/real/scores", authenticate, async (req, res) => {
+  const userId = req.user._id;
+
+  try {
+    // 1. 사용자의 보유 주식 전체 조회
+    const userStocks = await UserStock.find({ user_id: userId });
+
+    // 2. 각 주식에 대해 RealScore 조회
+    const result = await Promise.all(
+      userStocks.map(async (stock) => {
+        const scores = await RealScore.find({ user_stock_id: stock._id });
+
+        return {
+          stock_code: stock.stock_code,
+          stock_id: stock._id,
+          scores: scores.map((score) => ({
+            score: score.score,
+            date: score.date,
+          })),
+        };
+      })
+    );
+
+    res.status(200).json({
+      success: true,
+      data: result,
+    });
+  } catch (err) {
+    console.error("실전투자 점수 조회 에러:", err);
+    res.status(500).json({ message: "서버 에러" });
+  }
+});
+
+// //실전 문제 전체 조회
+// router.get("/realscore", authenticate, async (req, res) => {
+//   const userId = req.user._id;
+
+//   try {
+//     // 1. 해당 사용자의 UserStock ID 목록 조회
+//     const userStocks = await UserStock.find({ user_id: userId }).select("_id");
+
+//     const userStockIds = userStocks.map((stock) => stock._id);
+
+//     // 2. RealScore에서 그 중 하나라도 있나 확인
+//     const hasScore = await RealScore.exists({
+//       user_stock_id: { $in: userStockIds },
+//     });
+
+//     res.status(200).json({
+//       hasHoldings: !!hasScore,
+//     });
+//   } catch (err) {
+//     console.error("보유 주식 확인 에러:", err);
+//     res.status(500).json({ message: "서버 에러" });
+//   }
+// });
+
+module.exports = router;
diff --git a/routes/news.js b/routes/news.js
new file mode 100644
index 0000000..672aed7
--- /dev/null
+++ b/routes/news.js
@@ -0,0 +1,21 @@
+// routes/news.js
+const express = require("express");
+const router = express.Router();
+const { importAllJson } = require("../services/newsService");
+
+router.post("/import-news", async (req, res) => {
+  try {
+    await importAllJson();
+    return res.json({
+      success: true,
+      message: "모든 JSON 파일을 DB에 저장했습니다.",
+    });
+  } catch (err) {
+    console.error(err);
+    return res
+      .status(500)
+      .json({ success: false, message: "서버 오류가 발생했습니다." });
+  }
+});
+
+module.exports = router;
diff --git a/routes/practiceProblem.js b/routes/practiceProblem.js
new file mode 100644
index 0000000..b2fa56a
--- /dev/null
+++ b/routes/practiceProblem.js
@@ -0,0 +1,160 @@
+const express = require("express");
+const router = express.Router();
+const mongoose = require("mongoose");
+const PracticeProblem = require("../models/PracticeProblem");
+const PracticeChartData = require("../models/PracticeChartData");
+const practiceNews = require("../models/PracticeNews");
+const problemType = require("../models/ProblemType");
+const { hasAllowedImageExtension } = require("../utils/news");
+
+// 연습문제 List
+router.get("/", async (req, res) => {
+  try {
+    const page = parseInt(req.query.page) || 1;
+    const keyword = req.query.keyword || "";
+    const category = req.query.category;
+
+    const query = {};
+    if (keyword) {
+      query.title = { $regex: keyword, $options: "i" };
+    }
+    if (category && category !== "all") {
+      query.problemtype = Number(category); // ← 중요!
+    }
+
+    // [1] category 다중 선택 지원
+    if (category && category !== "all") {
+      // '1,2' 또는 ['1', '2'] 모두 처리
+      let categoryArr = [];
+      if (typeof category === "string" && category.includes(",")) {
+        categoryArr = category.split(",").map(Number);
+      } else {
+        categoryArr = [Number(category)];
+      }
+      query.problemtype = { $in: categoryArr };
+    }
+
+    const pageSize = 15;
+    const totalCount = await PracticeProblem.countDocuments(query);
+    console.log("totalCount", totalCount);
+    const problems = await PracticeProblem.find(query)
+      .populate("stock_code")
+      .sort({ date: -1 })
+      .skip((page - 1) * pageSize)
+      .limit(pageSize);
+
+    res.json({
+      practiceProblem: problems,
+      totalPages: Math.ceil(totalCount / pageSize),
+    });
+  } catch (err) {
+    console.error(err);
+    res.status(500).json({ message: "서버 오류" });
+  }
+});
+
+//문제정보조회
+router.get("/:problemId", async (req, res) => {
+  try {
+    const { problemId } = req.params;
+
+    if (!problemId) {
+      return res.status(400).json({ error: "문제 Id 파라미터가 필요합니다." });
+    }
+
+    const objectId = new mongoose.Types.ObjectId(problemId);
+    const problemInfo = await PracticeProblem.findOne({ _id: objectId });
+
+    if (!problemInfo) {
+      return res.status(404).json({ error: "해당 문제를 찾을 수 없습니다." });
+    }
+
+    const { date, stock_code, title, problemtype } = problemInfo;
+    const targetDateStr = date.toISOString().split("T")[0]; // "YYYY-MM-DD"
+
+    // 해당 종목 차트 데이터 조회
+    const chartData = await PracticeChartData.findOne({ stock_code });
+
+    if (!chartData || !chartData.prices || chartData.prices.length === 0) {
+      return res.status(404).json({ error: "차트 데이터가 없습니다." });
+    }
+
+    // 날짜 정렬
+    const sortedPrices = chartData.prices.sort(
+      (a, b) => new Date(a.date) - new Date(b.date)
+    );
+
+    // 문제 날짜 인덱스 찾기
+    const targetIndex = sortedPrices.findIndex(
+      (price) => price.date === targetDateStr
+    );
+
+    if (targetIndex === -1) {
+      return res.status(404).json({ error: "해당 날짜 데이터가 없습니다." });
+    }
+
+    // 19일 전부터 20일 후까지 자르기
+    const start = Math.max(0, targetIndex - 320);
+    const end = Math.min(sortedPrices.length, targetIndex + 21);
+    const tenDaySlice = sortedPrices.slice(start, end);
+
+    return res.json({
+      date: targetDateStr,
+      stock_code,
+      title,
+      problemtype,
+      prices: tenDaySlice,
+    });
+  } catch (err) {
+    console.error("문제 조회 에러:", err);
+    res.status(500).json({ error: "문제 조회 중 오류 발생" });
+  }
+});
+
+// 뉴스조회
+router.get("/:problemId/news", async (req, res) => {
+  try {
+    const { problemId } = req.params;
+
+    if (!problemId) {
+      return res.status(400).json({ error: "문제 Id 파라미터가 필요합니다." });
+    }
+
+    const newsdata = await practiceNews.findOne({ problem_id: problemId });
+
+    if (!newsdata) {
+      return res
+        .status(404)
+        .json({ error: "해당 문제에 해당하는 뉴스를 찾을 수 없습니다." });
+    }
+
+    // img_url이 있는 경우에만 필터링 (없으면 전체 노출)
+    const filteredNews = newsdata.news.filter((item) => {
+      return item.img_url && hasAllowedImageExtension(item.img_url);
+    });
+
+    return res.json({
+      news: filteredNews,
+    });
+  } catch (err) {
+    console.error("뉴스 조회 에러:", err);
+    res.status(500).json({ error: "뉴스 조회 중 오류 발생" });
+  }
+});
+
+router.get("/type/:problemTypeId", async (req, res) => {
+  try {
+    const { problemTypeId } = req.params;
+    const typeData = await problemType.find({
+      id: Number(problemTypeId),
+    });
+    return res.json({
+      typeData,
+    });
+  } catch (err) {
+    console.error("뉴스 조회 에러:", err);
+    res.status(500).json({ error: "뉴스 조회 중 오류 발생" });
+  }
+});
+
+module.exports = router;
diff --git a/routes/practiceProblemSeedRouter.js b/routes/practiceProblemSeedRouter.js
new file mode 100644
index 0000000..aa986ce
--- /dev/null
+++ b/routes/practiceProblemSeedRouter.js
@@ -0,0 +1,30 @@
+// 연습문제 넣기
+
+const express = require("express");
+const {
+  insertPracticeProblems,
+} = require("../services/practiceProblemSeedService");
+const fs = require("fs");
+const path = require("path");
+
+const router = express.Router();
+
+router.get("/load-practice-problems", async (req, res) => {
+  try {
+    const filePath = path.join(
+      __dirname,
+      "../practice_problem_2018up_simple.json"
+    );
+    const rawData = fs.readFileSync(filePath, "utf-8");
+    const jsonData = JSON.parse(rawData); // 배열 형태
+
+    await insertPracticeProblems(jsonData);
+
+    res.status(200).json({ message: "연습문제 데이터 저장 완료" });
+  } catch (err) {
+    console.error("PracticeProblem JSON 파일 처리 오류:", err.message);
+    res.status(500).json({ error: err.message });
+  }
+});
+
+module.exports = router;
diff --git a/routes/practicescores.js b/routes/practicescores.js
new file mode 100644
index 0000000..a6ba413
--- /dev/null
+++ b/routes/practicescores.js
@@ -0,0 +1,38 @@
+const express = require("express");
+const router = express.Router();
+const PracticeScore = require("../models/PracticeScore");
+const { authenticate } = require("../middleware/auth");
+
+// [POST] 새 PracticeScore 생성
+router.post("/", authenticate, async (req, res) => {
+  try {
+    const userId = req.user._id;
+    const practiceScore = new PracticeScore({ ...req.body, user_id: userId });
+    await practiceScore.save();
+    res.status(201).json(practiceScore);
+  } catch (err) {
+    res.status(400).json({ error: err.message });
+  }
+});
+
+// [GET] 전체 PracticeScore 리스트
+router.get("/", async (req, res) => {
+  try {
+    const scores = await PracticeScore.find();
+    res.json(scores);
+  } catch (err) {
+    res.status(500).json({ error: err.message });
+  }
+});
+
+router.get("/:id", async (req, res) => {
+  try {
+    const score = await PracticeScore.findById(req.params.id);
+    if (!score) return res.status(404).json({ error: "Not found" });
+    res.json(score);
+  } catch (err) {
+    res.status(500).json({ error: err.message });
+  }
+});
+
+module.exports = router;
diff --git a/routes/ranking.js b/routes/ranking.js
new file mode 100644
index 0000000..192f61d
--- /dev/null
+++ b/routes/ranking.js
@@ -0,0 +1,163 @@
+const express = require("express");
+const router = express.Router();
+const PracticeScore = require("../models/PracticeScore");
+const PracticeChartData = require("../models/PracticeChartData");
+const RealScore = require("../models/RealScore");
+const UserStock = require("../models/UserStock");
+const { authenticate } = require("../middleware/auth");
+const RealInputData = require("../models/RealInputData");
+
+//로그인 한 사용자가 푼 연습 문제 조회
+router.get("/practice", authenticate, async (req, res) => {
+  try {
+    const userId = req.user._id;
+
+    const scores = await PracticeScore.find({ user_id: userId })
+      .populate([
+        {
+          path: "problem_id",
+          select: "stock_code title date problemtype",
+          populate: {
+            path: "stock_code",
+            select: "name logo",
+            strictPopulate: false,
+          },
+          strictPopulate: false,
+        },
+      ])
+      .sort({ date: -1 }); // 최신순 정렬
+
+    res.json({
+      message: "내가 푼 연습 예측 점수 조회 성공",
+      data: scores,
+    });
+  } catch (err) {
+    console.error("PracticeScore 조회 에러:", err);
+    res.status(500).json({ message: "서버 에러" });
+  }
+});
+
+// 문제별 랭킹 점수 조회
+router.get("/problem", async (req, res) => {
+  try {
+    const scores = await PracticeScore.find()
+      .populate("user_id", "nickname")
+      .sort({ score: -1 }); // 점수 높은 순 정렬
+
+    res.json({
+      message: "문제 별 연습 예측 랭킹 점수 조회 성공",
+      data: scores,
+    });
+  } catch (err) {
+    console.error("PracticeScore 조회 에러:", err);
+    res.status(500).json({ message: "서버 에러" });
+  }
+});
+
+// 하루치 점수 계산
+router.post("/day", async (req, res) => {
+  try {
+    // 1. 어제 날짜
+    const now = new Date();
+    now.setDate(now.getDate() - 1);
+    const year = now.getFullYear();
+    const month = (now.getMonth() + 1).toString().padStart(2, "0");
+    const day = now.getDate().toString().padStart(2, "0");
+    const yesterDay = `${year}-${month}-${day}`;
+    console.log("yesterday", yesterDay);
+
+    // 2. 어제 날짜의 모든 유저 예측값(RealInputData) 불러오기
+    const predList = await RealInputData.find({ "prediction.date": yesterDay });
+    let resultArr = [];
+
+    for (const pred of predList) {
+      // 3. user_stock_id로 stock_code 찾기 (UserStock 테이블에서)
+      const userStock = await UserStock.findById(pred.user_stock_id);
+      if (!userStock || !userStock.stock_code) continue;
+      // console.log("userStock", userStock);
+
+      const stock_code = userStock.stock_code;
+      console.log("stock_code", stock_code);
+
+      // 4. stock_code로 PracticeChartData에서 어제 가격 찾기
+      const stockDoc = await PracticeChartData.findOne({ stock_code });
+      if (!stockDoc || !Array.isArray(stockDoc.prices)) continue;
+
+      const priceObj = stockDoc.prices.find((item) => item.date === yesterDay);
+      const predObj = pred.prediction.find((item) => item.date === yesterDay);
+      console.log("실제값 예측값", priceObj.close, predObj.close);
+      if (
+        !predObj ||
+        !priceObj ||
+        typeof priceObj.close !== "number" ||
+        typeof predObj.close !== "number"
+      )
+        continue;
+
+      // 5. 점수 계산
+      const rawScore =
+        100 - (Math.abs(predObj.close - priceObj.close) / priceObj.close) * 100;
+      const dailyScore = Math.max(0, Math.round(rawScore));
+      await RealScore.findOneAndUpdate(
+        { user_stock_id: pred.user_stock_id, date: yesterDay },
+        { $set: { score: Math.round(dailyScore) } },
+        { upsert: true }
+      );
+      console.log("dailyScore", dailyScore);
+
+      resultArr.push({
+        user_stock_id: pred.user_stock_id,
+        stock_code,
+        date: yesterDay,
+        pred: predObj.close,
+        real: priceObj.close,
+        score: Math.round(dailyScore),
+      });
+    }
+
+    res.json({
+      message: "모든 종목, 어제 날짜 하루치 점수 계산/저장 완료",
+      resultArr,
+    });
+  } catch (err) {
+    console.error("어제 하루치 점수 계산 에러:", err);
+    res.status(500).json({ message: "서버 에러" });
+  }
+});
+
+// 누적점수 계산
+router.post("/cumulative", async (req, res) => {
+  try {
+    // 1. user_stock_id별 점수 모으기 (group by)
+    const userScores = await RealScore.aggregate([
+      {
+        $group: {
+          _id: "$user_stock_id",
+          totalScore: { $sum: "$score" }, // 누적합
+          avgScore: { $avg: "$score" }, // 평균
+          count: { $sum: 1 },
+        },
+      },
+    ]);
+
+    const updatePromises = userScores.map(async (userScore) => {
+      await UserStock.findByIdAndUpdate(userScore._id, {
+        $set: {
+          cumulative_score: Math.round(userScore.avgScore),
+        },
+      });
+    });
+    await Promise.all(updatePromises);
+
+    res.json({
+      message: "누적 점수 계산 및 업데이트 완료",
+      updated: userScores.length,
+      userScores,
+    });
+  } catch (err) {
+    console.error("실전 랭킹 계산 에러:", err);
+    res.status(500).json({ message: "서버 에러" });
+  }
+});
+
+module.exports = router;
diff --git a/routes/real.js b/routes/real.js
index 04cae30..da82881 100644
--- a/routes/real.js
+++ b/routes/real.js
@@ -1,57 +1,170 @@
 const express = require("express");
 const router = express.Router();
-const { getBalance } = require("../services/stockService");
+const stock = require("../models/Stocks");
+const fetchRealNews = require("../services/fetchRealNews");
+const RealInputData = require("../models/RealInputData");
+const { authenticate } = require("../middleware/auth");
+const userStock = require("../models/UserStock");
+const practiceChartData = require("../models/PracticeChartData");
+const { getCurrentPrice } = require("../services/fetchCurrentPrice");
 
-router.get("/", async (req, res) => {
-  const cano = "50143725";
-  const acnt = "01";
+let newsCache = {};
+const CACHE_TTL = 60 * 60 * 1000; // 1시간
+// 뉴스조회
+router.get("/:stock_code/news", async (req, res) => {
+  try {
+    const { stock_code } = req.params;
+    if (!stock_code) {
+      return res
+        .status(400)
+        .json({ error: "stock code 파라미터가 필요합니다." });
+    }
+
+    // 1. 캐시 먼저 확인
+    const now = Date.now();
+    if (
+      newsCache[stock_code] &&
+      now - newsCache[stock_code].timestamp < CACHE_TTL
+    ) {
+      return res.json({ newsdata: newsCache[stock_code].data });
+    }
+
+    // 2. DB에서 종목명 조회
+    const stockInfo = await stock.findOne({ _id: stock_code });
+    const stockName = stockInfo.name;
+
+    // 3. 실제 뉴스 fetch
+    const newsdata = await fetchRealNews(stockName);
+
+    if (!newsdata) {
+      return res.status(404).json({ error: "최근 뉴스가 없습니다." });
+    }
+
+    // 4. 캐시에 저장
+    newsCache[stock_code] = {
+      data: newsdata,
+      timestamp: now,
+    };
+
+    return res.json({ newsdata });
+  } catch (err) {
+    console.error("뉴스 조회 에러:", err);
+    res.status(500).json({ error: "뉴스 조회 중 오류 발생" });
+  }
+});
 
+// 예측입력
+router.post("/:stock_code", authenticate, async (req, res) => {
   try {
-    const data = await getBalance(cano, acnt);
-    res.json(data);
+    const { stock_code } = req.params;
+    const userId = req.user._id;
+    const { predictions } = req.body;
+
+    if (!stock_code || !Array.isArray(predictions)) {
+      return res.status(400).json({ error: "잘못된 요청입니다." });
+    }
+
+    // 1. user_id + stock_code로 userStock 문서 찾기
+    let userStockDoc = await userStock.findOne({ user_id: userId, stock_code });
+
+    // 1-1. 없으면 오류 반환
+    if (!userStockDoc) {
+      return res
+        .status(404)
+        .json({ error: "해당 주식을 보유하지 않은 사용자입니다." });
+    }
+
+    // 2. RealInputData에서 user_stock_id로 데이터 검색 후 update 또는 create
+    const updated = await RealInputData.findOneAndUpdate(
+      { user_stock_id: userStockDoc._id },
+      { prediction: predictions },
+      { upsert: true, new: true, setDefaultsOnInsert: true }
+    );
+
+    res
+      .status(200)
+      .json({ message: "예측 데이터가 저장되었습니다.", data: updated });
   } catch (err) {
-    console.error("잔고 조회 오류:", err.message);
-    res.status(500).json({ error: "잔고 조회 실패" });
+    console.error("예측 데이터 저장 오류:", err);
+    res.status(500).json({ error: "서버 오류가 발생했습니다." });
   }
 });
 
-module.exports = router;
+// 예측조회
+router.get("/:stock_code", authenticate, async (req, res) => {
+  try {
+    const { stock_code } = req.params;
+    const userId = req.user._id;
+
+    if (!stock_code) {
+      return res.status(400).json({ error: "stock_code가 필요합니다." });
+    }
+
+    // 1. userId + stock_code로 UserStock 문서 조회
+    const userStockDoc = await userStock.findOne({
+      user_id: userId,
+      stock_code,
+    });
+
+    if (!userStockDoc) {
+      return res
+        .status(404)
+        .json({ error: "해당 주식을 보유하지 않은 사용자입니다." });
+    }
 
-// const express = require("express");
-// const router = express.Router();
-// const { getBalance } = require("../services/getBalance");
-// const Stock = require("../models/Stock");
-// const UserStock = require("../models/UserStock");
-
-// router.post("/", async (req, res) => {
-//   try {
-//     const { userId, cano, acntPrdtCd } = req.body;
-//     const data = await getBalance(cano, acntPrdtCd);
-//     const stocks = data.output1;
-
-//     for (const item of stocks) {
-//       const { pdno, prdt_name } = item;
-
-//       // 주식 저장 (중복 처리)
-//       await Stock.updateOne(
-//         { stock_code: pdno },
-//         { $set: { company: prdt_name, state: true } },
-//         { upsert: true }
-//       );
-
-//       // 보유 주식 저장
-//       await UserStock.updateOne(
-//         { user_id: userId, stock_code: pdno },
-//         { $setOnInsert: { cumulative_score: 0 } },
-//         { upsert: true }
-//       );
-//     }
-
-//     res.json({ count: stocks.length, stocks: stocks.map((s) => s.prdt_name) });
-//   } catch (err) {
-//     console.error("잔고 조회 오류:", err.message);
-//     res.status(500).json({ message: err.message });
-//   }
-// });
-
-// module.exports = router;
+    // 2. 해당 user_stock_id로 RealInputData 조회
+    const realInput = await RealInputData.findOne({
+      user_stock_id: userStockDoc._id,
+    });
+    if (!realInput) {
+      // 예측 데이터가 없을 경우
+      return res.status(200).json({ prediction: [] });
+    }
+
+    res.status(200).json({ prediction: realInput.prediction });
+  } catch (err) {
+    console.error("예측 데이터 조회 오류:", err);
+    res.status(500).json({ error: "서버 오류가 발생했습니다." });
+  }
+});
+
+//차트조회
+router.get("/:stock_code/chart", async (req, res) => {
+  try {
+    const { stock_code } = req.params;
+
+    if (!stock_code) {
+      return res
+        .status(400)
+        .json({ error: "stock code 파라미터가 필요합니다." });
+    }
+    const chartData = await practiceChartData.findOne({ stock_code });
+    const prices = chartData.prices;
+
+    return res.json({ prices });
+  } catch (err) {
+    console.error("실전차트 조회 에러:", err);
+    res.status(500).json({ error: "실전차트 조회 중 오류 발생" });
+  }
+});
+
+//실시간시세조회
+router.get("/:stock_code/currentprice", async (req, res) => {
+  try {
+    const { stock_code } = req.params;
+
+    if (!stock_code) {
+      return res
+        .status(400)
+        .json({ error: "stock code 파라미터가 필요합니다." });
+    }
+    const currentprice = await getCurrentPrice(stock_code);
+
+    return res.status(200).json({ currentprice: currentprice });
+  } catch (err) {
+    console.error("실시간 시세 조회 에러:", err);
+    res.status(500).json({ error: "실시간 시세 조회 중 오류 발생" });
+  }
+});
+
+module.exports = router;
diff --git a/routes/sample.js b/routes/sample.js
new file mode 100644
index 0000000..1053639
--- /dev/null
+++ b/routes/sample.js
@@ -0,0 +1,13 @@
+import remarkParse from "remark-parse";
+import { unified } from "unified";
+// import { removePosition } from "unist-util-remove-position";
+
+const processor = unified().use(remarkParse);
+
+const value = '```json {"score": 30, "breakdown:{"logic":5, techinial:20}}```';
+const parseTree = processor.parse(value);
+const tree = await processor.run(parseTree);
+
+// removePosition(tree, { force: true });
+
+console.dir(tree, { depth: null });
diff --git a/routes/seed.js b/routes/seed.js
index 283e097..f66d98c 100644
--- a/routes/seed.js
+++ b/routes/seed.js
@@ -1,3 +1,6 @@
+// routes/seedRouter.js
+// 차트 정보 넣기
+
 const express = require("express");
 const { insertStockPrices } = require("../services/seedService");
 const fs = require("fs");
@@ -5,18 +8,23 @@ const path = require("path");
 
 const router = express.Router();
 
-// GET /api/seed/load : 서버에 있는 json 파일(practice_chartdata.json)을 읽어서 DB에 저장
 router.get("/load", async (req, res) => {
   try {
-    const filePath = path.join(__dirname, "../practice_chartdata.json");
-    const rawData = fs.readFileSync(filePath, "utf-8");
-    const jsonData = JSON.parse(rawData);
+    const dirPath = path.join(__dirname, "../kospi200_chart");
+    const files = fs
+      .readdirSync(dirPath)
+      .filter((file) => file.endsWith(".json"));
 
-    await insertStockPrices(jsonData);
+    for (const fileName of files) {
+      const filePath = path.join(dirPath, fileName);
+      const rawData = fs.readFileSync(filePath, "utf-8");
+      const jsonData = JSON.parse(rawData);
+      await insertStockPrices(jsonData);
+    }
 
-    res.status(200).json({ message: "서버에서 파일 불러와 저장 완료" });
+    res.status(200).json({ message: "모든 JSON 파일 DB에 저장 완료" });
   } catch (err) {
-    console.error("JSON 파일 불러오기 실패:", err.message);
+    console.error("파일 처리 중 오류:", err.message);
     res.status(500).json({ error: err.message });
   }
 });
diff --git a/routes/stockNewsSeedRouter.js b/routes/stockNewsSeedRouter.js
new file mode 100644
index 0000000..3b6f0b3
--- /dev/null
+++ b/routes/stockNewsSeedRouter.js
@@ -0,0 +1,23 @@
+const express = require("express");
+const fs = require("fs");
+const path = require("path");
+const { insertPracticeNews } = require("../services/stockNewsSeedService");
+
+const router = express.Router();
+
+router.get("/load-practice-news", async (req, res) => {
+  try {
+    const filePath = path.join(__dirname, "../all_news_grouped_1.json");
+    const rawData = fs.readFileSync(filePath, "utf-8");
+    const jsonData = JSON.parse(rawData);
+
+    await insertPracticeNews(jsonData);
+
+    res.status(200).json({ message: "PracticeNews 데이터 저장 완료" });
+  } catch (err) {
+    console.error("PracticeNews JSON 파일 처리 오류:", err.message);
+    res.status(500).json({ error: err.message });
+  }
+});
+
+module.exports = router;
diff --git a/routes/stockSeedRouter.js b/routes/stockSeedRouter.js
new file mode 100644
index 0000000..b9d872a
--- /dev/null
+++ b/routes/stockSeedRouter.js
@@ -0,0 +1,57 @@
+const express = require("express");
+const Stock = require("../models/Stocks");
+const router = express.Router();
+
+router.get("/load-stocks", async (req, res) => {
+  try {
+    const filePath = path.join(__dirname, "../kospi200_codes.json");
+    const rawData = fs.readFileSync(filePath, "utf-8");
+    const jsonData = JSON.parse(rawData); // 배열 형태
+
+    await insertStocks(jsonData);
+
+    res.status(200).json({ message: "종목 목록 저장 완료" });
+  } catch (err) {
+    console.error("종목 목록 저장 실패:", err.message);
+    res.status(500).json({ error: err.message });
+  }
+});
+
+router.get("/update-logos", async (req, res) => {
+  try {
+    const stocks = await Stock.find({}, "_id");
+
+    const bulkOps = stocks
+      .filter((stock) => stock._id)
+      .map((stock) => {
+        const id = stock._id.toString(); // ← 여기 핵심!
+        return {
+          updateOne: {
+            filter: { _id: stock._id },
+            update: {
+              $set: {
+                logo: `https://static.toss.im/png-icons/securities/icn-sec-fill-${id}.png`,
+              },
+            },
+          },
+        };
+      });
+
+    if (bulkOps.length === 0) {
+      return res.status(400).json({ message: "업데이트할 항목이 없습니다." });
+    }
+
+    const result = await Stock.bulkWrite(bulkOps);
+
+    res.status(200).json({
+      message: "✅ 로고 URL 업데이트 완료",
+      matched: result.matchedCount,
+      modified: result.modifiedCount,
+    });
+  } catch (err) {
+    console.error("로고 업데이트 실패:", err.message);
+    res.status(500).json({ error: err.message });
+  }
+});
+
+module.exports = router;
diff --git a/routes/userStock.js b/routes/userStock.js
new file mode 100644
index 0000000..ffa4226
--- /dev/null
+++ b/routes/userStock.js
@@ -0,0 +1,143 @@
+const express = require("express");
+const router = express.Router();
+const { getBalance } = require("../services/stockService");
+const { authenticate } = require("../middleware/auth");
+const UserStock = require("../models/UserStock");
+const RealScore = require("../models/RealScore");
+// const UserStock = require("../models/UserStock");
+const Auth = require("../models/Auth");
+
+router.delete("/cleanup-orphans", async (req, res) => {
+  try {
+    // 1. 모든 유효한 user _id 조회
+    const validUserIds = await RealScore.distinct("user_stock_id");
+
+    // 2. UserStock에서 user_id가 없는 _id만 찾기
+    const result = await UserStock.deleteMany({
+      _id: { $nin: validUserIds },
+    });
+
+    return res.json({
+      message: "고아 UserStock 삭제 완료",
+      deletedCount: result.deletedCount,
+    });
+  } catch (err) {
+    console.error("[고아 UserStock 삭제 오류]", err);
+    res.status(500).json({ error: "서버 에러" });
+  }
+});
+
+// 보유 주식 저장
+router.post("/", authenticate, async (req, res) => {
+  const cano = "50143725";
+  const acnt = "01";
+  const userId = req.user._id;
+
+  try {
+    const result = await getBalance(cano, acnt);
+
+    const stocks = (result.output1 || []).map((item) => ({
+      stock_code: item.pdno,
+      cumulative_score: 0,
+      user_id: userId, // 항상 user_id 넣기!
+    }));
+
+    await UserStock.create(stocks);
+
+    res.status(200).json({
+      success: true,
+      message: "계좌 연동 완료",
+      inserted: stocks.length,
+      output1: result.output1,
+    });
+  } catch (err) {
+    if (err.code === 11000) {
+      const existingStocks = await UserStock.find({ user_id: userId }).populate(
+        "stock_code"
+      );
+
+      const formatted = existingStocks.map((s) => ({
+        pdno: s.stock_code.code || s.stock_code._id.toString(), // ✅ 문자열로 보장
+        prdt_name: s.stock_code.name || "",
+      }));
+
+      return res.status(200).json({
+        success: true,
+        message: "이미 연동된 주식이 있습니다.",
+        output1: formatted,
+      });
+    }
+    res.status(500).json({ error: "계좌 연동 실패" });
+  }
+});
+
+// 보유 주식만 조회
+router.get("/stock", authenticate, async (req, res) => {
+  const userId = req.user._id;
+  try {
+    const userStock = await UserStock.find({ user_id: userId }).populate(
+      "stock_code"
+    );
+    // stock_code만 추출
+    const stockOnly = userStock.map((s) => ({
+      stock_code: s.stock_code, // populate된 종목 정보 전체
+      cumulative_score: s.cumulative_score, // 보유 주식 문서의 필드
+    }));
+    res.json({
+      message: "보유 주식 코드만 추출 완료",
+      stocks: stockOnly,
+    });
+  } catch (err) {
+    console.error(err);
+    res.status(500).json({ message: "서버 오류" });
+  }
+});
+
+// 보유 주식 조회(전체)
+router.get("/", async (req, res) => {
+  try {
+    const userStock = await UserStock.find()
+      .populate("user_id", "nickname")
+      .populate("stock_code");
+    console.log("보유 주식 DB 조회 완료:", userStock);
+    res.json({
+      message: "보유 주식 DB 조회 완료",
+      userStock,
+    });
+  } catch (err) {
+    console.error(err);
+    res.status(500).json({ message: "서버 오류" });
+  }
+});
+
+// 보유 주식 여부
+router.get("/status", authenticate, async (req, res) => {
+  const userId = req.user._id;
+  try {
+    const hasStock = await UserStock.exists({ user_id: userId });
+    res.status(200).json({
+      hasHoldings: !!hasStock, // boolean 값으로 변경
+    });
+  } catch (err) {
+    console.error("보유 주식 확인 에러:", err);
+    res.status(500).json({ message: "서버 에러" });
+  }
+});
+
+// 해당 유저가 보유한 주식인지 판단
+router.get("/stock/:stock_code", authenticate, async (req, res) => {
+  const userId = req.user._id;
+  const { stock_code } = req.params;
+
+  const hasStock = await UserStock.exists({
+    user_id: userId,
+    stock_code: stock_code,
+  });
+  if (!hasStock) {
+    return res.status(403).json({ message: "보유하지 않은 주식입니다." });
+  }
+
+  res.json({ message: "ok", hasStock: !!hasStock });
+});
+
+module.exports = router;
diff --git a/routes/users.js b/routes/users.js
deleted file mode 100644
index 7981267..0000000
--- a/routes/users.js
+++ /dev/null
@@ -1,9 +0,0 @@
-var express = require("express");
-var router = express.Router();
-
-/* GET users listing. */
-router.get("/", function (req, res, next) {
-  res.send("respond with a resource");
-});
-
-module.exports = router;
diff --git a/services/fetchCurrentPrice.js b/services/fetchCurrentPrice.js
new file mode 100644
index 0000000..1dd298d
--- /dev/null
+++ b/services/fetchCurrentPrice.js
@@ -0,0 +1,30 @@
+// services/fetchCurrentPrice.js
+const fetch = require("node-fetch");
+const cheerio = require("cheerio");
+
+/**
+ * 네이버 금융에서 종목 코드로 현재가 크롤링
+ * @param stockCode 예: "005930" (삼성전자)
+ * @returns 현재 주가 (숫자)
+ */
+async function getCurrentPrice(stockCode) {
+  try {
+    const url = `https://finance.naver.com/item/main.nhn?code=${stockCode}`;
+    const res = await fetch(url);
+    const html = await res.text();
+
+    const $ = cheerio.load(html);
+    const priceText = $("#chart_area > div.rate_info > div > p.no_today")
+      .find("span.blind")
+      .first()
+      .text()
+      .replace(/,/g, "");
+
+    return parseInt(priceText, 10);
+  } catch (err) {
+    console.error("주가 크롤링 실패:", err);
+    return null;
+  }
+}
+
+module.exports = { getCurrentPrice };
diff --git a/services/fetchFinancialData.js b/services/fetchFinancialData.js
new file mode 100644
index 0000000..53c1822
--- /dev/null
+++ b/services/fetchFinancialData.js
@@ -0,0 +1,258 @@
+const axios = require("axios");
+const getCorpCodeByStockCode = require("../utils/getCorpCode");
+require("dotenv").config();
+
+const FIN_URL = "https://opendart.fss.or.kr/api/fnlttSinglAcntAll.json";
+const STOCK_URL = "https://opendart.fss.or.kr/api/stockTotqySttus.json";
+
+// 보고서 코드 → 보고서명 매핑
+const REPORT_NAME = {
+  11013: "1분기",
+  11012: "반기",
+  11014: "3분기",
+  11011: "사업보고서",
+  "4Q": "4분기(조정)",
+};
+
+// 분기 순서 지정 (정렬용)
+const PERIOD_ORDER = {
+  11013: 1, // 1분기
+  11012: 2, // 반기
+  11014: 3, // 3분기
+  "4Q": 4, // 4분기(조정)
+};
+
+/**
+ * 단일 분기 데이터 호출
+ */
+async function fetchSingle(stockCode, year, reprtCode) {
+  const corp_code = getCorpCodeByStockCode(stockCode);
+  const url =
+    `${FIN_URL}?crtfc_key=${process.env.DART_API_KEY}` +
+    `&corp_code=${corp_code}` +
+    `&bsns_year=${year}` +
+    `&reprt_code=${reprtCode}` +
+    `&fs_div=CFS`;
+
+  const { data } = await axios.get(url);
+  if (data.status !== "000" || !data.list || !data.list.length) return null;
+
+  const first = data.list[0];
+  const meta = {
+    rcept_no: first.rcept_no,
+    bsns_year: first.bsns_year,
+    reprt_code: first.reprt_code,
+    report_name: REPORT_NAME[reprtCode] || "",
+  };
+
+  const findItem = (ids, name) =>
+    data.list.find((d) => ids.includes(d.account_id)) ||
+    data.list.find((d) => d.account_nm.includes(name));
+
+  const revItem = findItem(["ifrs-full_Revenue", "ifrs_Revenue"], "영업수익");
+  const netItem = findItem(
+    ["ifrs-full_ProfitLoss", "ifrs_ProfitLoss"],
+    "당기순이익"
+  );
+  const govItem = findItem(
+    [
+      "ifrs-full_ProfitLossAttributableToOwnersOfParent",
+      "ifrs_ProfitLossAttributableToOwnersOfParent",
+    ],
+    "지배기업소유주지분"
+  );
+  const opItem = findItem(["ifrs-full_OperatingIncomeLoss"], "영업이익");
+  const eqItem = findItem(
+    ["ifrs-full_EquityAttributableToOwnersOfParent"],
+    "자본총계"
+  );
+
+  const revenue = +revItem?.thstrm_amount || 0;
+  const net_profit = +netItem?.thstrm_amount || 0;
+  const net_profit_govern = +govItem?.thstrm_amount || 0;
+  const net_profit_non_govern = net_profit - net_profit_govern;
+  const operating_profit = +opItem?.thstrm_amount || 0;
+  const equity = +eqItem?.thstrm_amount || 0;
+
+  return {
+    ...meta,
+    revenue,
+    net_profit,
+    net_profit_govern,
+    net_profit_non_govern,
+    operating_profit,
+    equity,
+  };
+}
+
+/**
+ * 성장률 계산
+ */
+function calcRate(prev, curr) {
+  if (prev == null || prev === 0) return null;
+  return ((curr - prev) / Math.abs(prev)) * 100;
+}
+
+/**
+ * 발행주식수 API 호출
+ */
+async function fetchShareCounts(corpCode, year, reprtCode) {
+  const code = reprtCode === "4Q" ? "11011" : reprtCode;
+  const url =
+    `${STOCK_URL}?crtfc_key=${process.env.DART_API_KEY}` +
+    `&corp_code=${corpCode}` +
+    `&bsns_year=${year}` +
+    `&reprt_code=${code}`;
+
+  const { data } = await axios.get(url);
+  if (data.status !== "000" || !data.list)
+    return { istc_totqy: 0, tesstk_co: 0, distb_stock_co: 0 };
+
+  const item = data.list.find((d) => d.se === "보통주") || data.list[0];
+  const parseNum = (s) => Number(s.replace(/,/g, "")) || 0;
+  return {
+    istc_totqy: parseNum(item.istc_totqy),
+    tesstk_co: parseNum(item.tesstk_co),
+    distb_stock_co: parseNum(item.distb_stock_co),
+  };
+}
+
+/**
+ * 전체 재무 요약 + TTM/지표 계산
+ */
+async function getFinancialSummary(stockCode, startYear, endYear) {
+  const flat = [];
+  const corp_code = getCorpCodeByStockCode(stockCode);
+
+  // 1) prevNet, prevOpProfit 초기값 설정: startYear 이전 해 4분기
+  let prevNet = null;
+  let prevOpProfit = null;
+  const prevQ4 = await fetchSingle(stockCode, startYear - 1, "4Q");
+  if (prevQ4) {
+    prevNet = prevQ4.net_profit;
+    prevOpProfit = prevQ4.operating_profit;
+  }
+
+  // 2) 연도별 Q1, H1, Q3, A → Q4 생성
+  for (let year = startYear; year <= endYear; year++) {
+    const raws = await Promise.all(
+      ["11013", "11012", "11014", "11011"].map((c) =>
+        fetchSingle(stockCode, year, c)
+      )
+    );
+    const [Q1, H1, Q3, A] = raws;
+
+    const corp_code = getCorpCodeByStockCode(stockCode);
+
+    const quarters = [];
+
+    if (Q1) quarters.push(Q1);
+    if (H1) quarters.push(H1);
+    if (Q3) quarters.push(Q3);
+
+    // A가 있으면 Q4 생성해서 추가
+    if (A) {
+      const Q4 = {
+        rcept_no: A.rcept_no,
+        bsns_year: A.bsns_year,
+        reprt_code: "4Q",
+        report_name: REPORT_NAME["4Q"],
+        revenue:
+          A.revenue -
+          (H1?.revenue || 0) -
+          (Q1?.revenue || 0) -
+          (Q3?.revenue || 0),
+        net_profit:
+          A.net_profit -
+          (H1?.net_profit || 0) -
+          (Q1?.net_profit || 0) -
+          (Q3?.net_profit || 0),
+        net_profit_govern:
+          A.net_profit_govern -
+          (H1?.net_profit_govern || 0) -
+          (Q1?.net_profit_govern || 0) -
+          (Q3?.net_profit_govern || 0),
+        operating_profit:
+          A.operating_profit -
+          (H1?.operating_profit || 0) -
+          (Q1?.operating_profit || 0) -
+          (Q3?.operating_profit || 0),
+        equity: A.equity,
+      };
+      Q4.net_profit_non_govern = Q4.net_profit - Q4.net_profit_govern;
+      quarters.push(Q4);
+    }
+
+    // ⛳️ quarters 배열에 들어있는 모든 분기 데이터 처리
+    for (const q of quarters) {
+      // 마진
+      q.profit_margin = q.revenue ? (q.net_profit / q.revenue) * 100 : null;
+      q.operating_margin = q.revenue
+        ? (q.operating_profit / q.revenue) * 100
+        : null;
+
+      // 성장률
+      q.operating_growth_rate = calcRate(prevOpProfit, q.operating_profit);
+      prevOpProfit = q.operating_profit;
+
+      q.growth_rate = calcRate(prevNet, q.net_profit);
+      prevNet = q.net_profit;
+
+      // 주식 수
+      const shares = await fetchShareCounts(
+        corp_code,
+        q.bsns_year,
+        q.reprt_code
+      );
+      const prev = flat.length > 0 ? flat[flat.length - 1] : null;
+
+      q.istc_totqy = shares.istc_totqy || prev?.istc_totqy || 0;
+      q.tesstk_co = shares.tesstk_co || prev?.tesstk_co || 0;
+      q.distb_stock_co = shares.distb_stock_co || prev?.distb_stock_co || 0;
+
+      flat.push(q); // 👉 저장!
+    }
+  }
+
+  // 3) 정렬: 연도 오름차순 + 분기별 순서
+  flat.sort((a, b) => {
+    const yearDiff = parseInt(a.bsns_year) - parseInt(b.bsns_year);
+    if (yearDiff !== 0) return yearDiff;
+    return PERIOD_ORDER[a.reprt_code] - PERIOD_ORDER[b.reprt_code];
+  });
+
+  // 4) TTM 및 지표 추가
+  const enriched = flat.map((e, i, arr) => {
+    if (i < 3) return { ...e };
+
+    const last4 = arr.slice(i - 3, i + 1);
+    const profit = last4.reduce((s, x) => s + x.net_profit_govern, 0);
+    const revenue_ttm = last4.reduce((s, x) => s + x.revenue, 0);
+    const equity_ttm = e.equity;
+    const profit_diff = e.net_profit_govern - arr[i - 1].net_profit_govern;
+    const profit_diff_rate = arr[i - 1].net_profit_govern
+      ? (profit_diff / arr[i - 1].net_profit_govern) * 100
+      : null;
+    const shareCount = e.istc_totqy;
+    const eps = shareCount ? profit / shareCount : null;
+    const bps = shareCount ? e.equity / shareCount : null;
+    const avgEquity = last4.reduce((s, x) => s + x.equity, 0) / last4.length;
+    const roe = avgEquity ? (profit / avgEquity) * 100 : null;
+
+    return {
+      ...e,
+      profit,
+      revenue_ttm,
+      equity_ttm,
+      profit_diff,
+      profit_diff_rate,
+      eps,
+      bps,
+      roe,
+    };
+  });
+
+  return enriched;
+}
+
+module.exports = { getFinancialSummary };
diff --git a/services/fetchRealNews.js b/services/fetchRealNews.js
new file mode 100644
index 0000000..a870823
--- /dev/null
+++ b/services/fetchRealNews.js
@@ -0,0 +1,62 @@
+const cheerio = require("cheerio");
+const { getTodayStr, formatDate } = require("../utils/date.js");
+const { hasAllowedImageExtension } = require("../utils/news.js");
+
+function generateDateRange(targetDate, days) {
+  const dates = [];
+  for (let i = days - 1; i >= 0; i--) {
+    const d = new Date(targetDate);
+    d.setDate(d.getDate() - i);
+    dates.push(formatDate(d));
+  }
+  return dates;
+}
+
+async function fetchRealNews(targetStock) {
+  const today = getTodayStr();
+  const encodedStock = encodeURIComponent(targetStock);
+  const dates = generateDateRange(today, 5);
+  const results = [];
+  for (let d of dates) {
+    let url = `https://search.hankyung.com/search/news?query=${encodedStock}&sort=RANK%2FDESC%2CDATE%2FDESC&period=DATE&area=ALL&sdate=${d}&edate=${d}&exact=&include=&except=&hk_only=`;
+
+    let response = await fetch(url);
+    let html = await response.text();
+
+    let $ = cheerio.load(html);
+    let companyElements = $(".article > li");
+
+    for (let i = 0; i < Math.min(5, companyElements.length); i++) {
+      let li = companyElements.eq(i);
+
+      let title = li.find("em.tit").text().trim();
+      let context = li.find("p.txt").text().trim();
+      let newsUrl = li.find("a").attr("href");
+      let imgUrl = li.find("img").attr("src");
+
+      if (imgUrl && imgUrl.startsWith("//")) {
+        imgUrl = "https:" + imgUrl;
+      }
+
+      if (imgUrl && hasAllowedImageExtension(imgUrl)) {
+        results.push({
+          date: d,
+          title,
+          context,
+          news_url: newsUrl,
+          img_url: imgUrl,
+        });
+      } else {
+        results.push({
+          date: d,
+          title,
+          context,
+          news_url: newsUrl,
+        });
+      }
+    }
+  }
+  return results;
+}
+
+module.exports = fetchRealNews;
diff --git a/services/fetchStockPrice.js b/services/fetchStockPrice.js
new file mode 100644
index 0000000..87970c0
--- /dev/null
+++ b/services/fetchStockPrice.js
@@ -0,0 +1,121 @@
+// services/fetchStockPrice.js
+const yf = require("yahoo-finance2").default;
+
+/**
+ * 지정일자 또는 그 이전 최대 maxFallbackDay일 중
+ * 가장 가까운 거래일의 종가를 Yahoo Finance에서 가져온다.
+ *
+ * @param {string} stockCode      종목코드 ("035720")
+ * @param {string} dateStr        조회 기준일자 ("YYYY.MM.DD")
+ * @param {number} maxFallbackDay 최대 폴백 일수 (기본 7)
+ * @returns {Promise<{price:number, date:string}>} 찾은 날짜(label)와 종가
+ */
+async function fetchStockPrice(stockCode, dateStr, maxFallbackDay = 7) {
+  // "YYYY.MM.DD" → Date 객체
+  const toDate = (s) => {
+    const [Y, M, D] = s.split(".").map((v) => parseInt(v, 10));
+    return new Date(Y, M - 1, D);
+  };
+  // Date → "YYYY.MM.DD" 레이블
+  const toLabel = (dt) => {
+    const y = dt.getFullYear();
+    const m = String(dt.getMonth() + 1).padStart(2, "0");
+    const d = String(dt.getDate()).padStart(2, "0");
+    return `${y}.${m}.${d}`;
+  };
+  // Date → "YYYY-MM-DD" ISO 포맷 (수동)
+  const toISODate = (dt) => {
+    const y = dt.getFullYear();
+    const m = String(dt.getMonth() + 1).padStart(2, "0");
+    const d = String(dt.getDate()).padStart(2, "0");
+    return `${y}-${m}-${d}`;
+  };
+
+  const ticker = `${stockCode}.KS`; // 코스닥은 .KQ
+  let cursor = toDate(dateStr);
+
+  for (let offset = 0; offset <= maxFallbackDay; offset++) {
+    const label = toLabel(cursor);
+    const period1 = toISODate(cursor);
+
+    // period2를 period1 + 1일로 설정
+    const nextDay = new Date(cursor);
+    nextDay.setDate(nextDay.getDate() + 1);
+    const period2 = toISODate(nextDay);
+
+    console.log(`[TRY] ${label} → ${ticker} (${period1}~${period2})`);
+
+    try {
+      const result = await yf.historical(ticker, {
+        period1,
+        period2,
+      });
+      if (result && result.length > 0) {
+        const price = result[0].close;
+        console.log(`✅ 찾았다! ${label} 종가 = ${price}`);
+        return { price, date: label };
+      }
+    } catch (err) {
+      console.warn(`  ⚠ 조회 실패(${period1}): ${err.message}`);
+    }
+
+    // 폴백: 하루 전으로 이동
+    cursor.setDate(cursor.getDate() - 1);
+  }
+
+  throw new Error(
+    `지난 ${maxFallbackDay}일 내에 주가를 찾을 수 없습니다: 시작 ${dateStr}`
+  );
+}
+
+const dayjs = require("dayjs");
+const PracticeChartData = require("../models/PracticeChartData");
+const { getPreviousWorkDay } = require("../utils/date");
+
+// 전날 주가 업데이트
+async function fetchDailyPrice(stockCode, dateStr) {
+  const prevWorkDay = await getPreviousWorkDay(dateStr); // 예: "2025-07-18"
+  const ticker = `${stockCode}.KS`;
+  const nextDay = dayjs(prevWorkDay).add(1, "day").format("YYYY-MM-DD");
+
+  try {
+    const result = await yf.chart(ticker, {
+      period1: prevWorkDay,
+      period2: nextDay,
+      interval: "1d",
+    });
+
+    const candle = result?.quotes?.[0];
+
+    if (!candle) {
+      throw new Error(`주가 데이터를 찾을 수 없습니다: ${prevWorkDay}`);
+    }
+
+    const { open, close, high, low, volume } = candle;
+
+    const updateResult = await PracticeChartData.findOneAndUpdate(
+      { stock_code: stockCode },
+      {
+        $addToSet: {
+          prices: {
+            date: prevWorkDay,
+            open,
+            close,
+            high,
+            low,
+            volume,
+          },
+        },
+      },
+      { upsert: true, new: true }
+    );
+
+    // console.log(`[✅ 저장 완료] ${stockCode} / ${prevWorkDay}`);
+    return updateResult;
+  } catch (err) {
+    console.error(`[❌ 오류] fetchDailyPrice 실패: ${err.message}`);
+    throw err;
+  }
+}
+
+module.exports = { fetchStockPrice, fetchDailyPrice };
diff --git a/services/getHoliday.js b/services/getHoliday.js
new file mode 100644
index 0000000..1ad0528
--- /dev/null
+++ b/services/getHoliday.js
@@ -0,0 +1,112 @@
+// db에 공휴일+주말 추가 (공공api + getDay) 매일 한번씩 작동
+const axios = require("axios");
+const Holiday = require("../models/Holiday");
+const { format } = require("date-fns");
+const { toDashDate } = require("../utils/date");
+require("dotenv").config();
+
+// 공공api
+async function fetchOfficialHolidays(year) {
+  const serviceKey = process.env.HOLIDAY_API_KEY;
+  const url = `https://apis.data.go.kr/B090041/openapi/service/SpcdeInfoService/getRestDeInfo?solYear=${year}&numOfRows=30&ServiceKey=${serviceKey}`;
+
+  try {
+    const response = await axios.get(url, {
+      responseType: "text",
+      headers: { Accept: "application/xml" },
+    });
+    const xml = response.data;
+
+    // XML 파싱
+    const { XMLParser } = require("fast-xml-parser");
+    const parser = new XMLParser({ ignoreAttributes: false });
+    const json = parser.parse(xml);
+    if (!json.response || !json.response.body || !json.response.body.items) {
+      console.error(
+        "❌ API 응답 구조가 예상과 다릅니다:",
+        JSON.stringify(json, null, 2)
+      );
+      return [];
+    }
+
+    const items = json.response.body.items.item;
+
+    if (!items) return [];
+
+    const holidays = Array.isArray(items) ? items : [items];
+
+    return holidays.map((item) => toDashDate(String(item.locdate)));
+  } catch (error) {
+    console.error("공휴일 API 호출 실패:", error.message);
+    return [];
+  }
+}
+
+// 주말 날짜 계산
+function getWeekendDates(year) {
+  const weekends = [];
+
+  const start = new Date(`${year}-01-01`);
+  const end = new Date(`${year}-12-31`);
+
+  for (
+    let date = new Date(start);
+    date <= end;
+    date.setDate(date.getDate() + 1)
+  ) {
+    const day = date.getDay();
+    if (day === 0 || day === 6) {
+      weekends.push(toDashDate(format(date, "yyyyMMdd")));
+    }
+  }
+
+  return weekends;
+}
+
+// 중복 없이 저장
+async function saveHolidaysToDB(year) {
+  const [apiHolidays, weekends] = await Promise.all([
+    fetchOfficialHolidays(year),
+    getWeekendDates(year),
+  ]);
+
+  const allDatesSet = new Set([...apiHolidays, ...weekends]);
+
+  const bulkOps = Array.from(allDatesSet).map((dateStr) => ({
+    updateOne: {
+      filter: { date: dateStr },
+      update: { $setOnInsert: { date: dateStr } },
+      upsert: true,
+    },
+  }));
+
+  try {
+    const result = await Holiday.bulkWrite(bulkOps);
+    console.log(`✅ ${year}년의 휴장일 ${bulkOps.length}건 저장 또는 갱신됨`);
+    return result;
+  } catch (err) {
+    console.error("DB 저장 오류:", err.message);
+  }
+}
+
+// 매일 자정 실행
+const cron = require("node-cron");
+cron.schedule("0 0 * * *", () => {
+  saveHolidaysToDB("2025");
+  saveHolidaysToDB("2026");
+});
+
+// if (require.main === module) {
+//   const year = 2025;
+
+//   saveHolidaysToDB(String(year))
+//     .then(() => saveHolidaysToDB(String(year + 1)))
+//     .then(() => {
+//       console.log("✅ 공휴일 DB 저장 완료");
+//       process.exit(0);
+//     })
+//     .catch((error) => {
+//       console.error("❌ 공휴일 DB 저장 중 에러 발생:", error);
+//       process.exit(1);
+//     });
+// }
diff --git a/services/metricsService.js b/services/metricsService.js
new file mode 100644
index 0000000..71986c8
--- /dev/null
+++ b/services/metricsService.js
@@ -0,0 +1,126 @@
+const FinancialSummary = require("../models/FinancialSummary");
+const { fetchStockPrice } = require("./fetchStockPrice");
+const NodeCache = require("node-cache");
+
+const cache = new NodeCache({ stdTTL: 3600 }); // 1시간 캐시
+
+/** reprt_code → 분기 말일 매핑 */
+const PERIOD_END = {
+  11013: "-03-31", // 1분기
+  11012: "-06-30", // 반기
+  11014: "-09-30", // 3분기
+  "4Q": "-12-31", // 4분기(조정)
+};
+
+function getPeriodDate(entry) {
+  const suf = PERIOD_END[entry.reprt_code];
+  if (!suf) throw new Error("알 수 없는 reprt_code: " + entry.reprt_code);
+  return new Date(`${entry.bsns_year}${suf}`);
+}
+
+/**
+ * @param {string} stockCode  종목코드
+ * @param {string} dateStr    기준일자 ("YYYY.MM.DD")
+ * @returns {Promise<object>} 계산된 지표들
+ */
+async function computeMetrics(stockCode, dateStr) {
+  const cacheKey = `${stockCode}_${dateStr}`;
+  console.log("cacheKey 생성:", cacheKey);
+
+  const cached = cache.get(cacheKey);
+  if (cached) {
+    console.log("📦 캐시된 데이터 반환:", cacheKey);
+    return cached;
+  }
+  // DB에서 불러오기
+  const doc = await FinancialSummary.findOne({ stock_code: stockCode }).lean();
+  if (!doc) throw new Error("금융 요약 데이터가 없습니다: " + stockCode);
+
+  // 기준일자 파싱
+  const baseDate = new Date(dateStr.replace(/\./g, "-"));
+  if (isNaN(baseDate)) throw new Error("잘못된 날짜 형식: " + dateStr);
+
+  // entries에 periodDate 부착 & 기준 이전만 필터
+  const valid = doc.entries
+    .map((e) => ({ ...e, periodDate: getPeriodDate(e) }))
+    .filter((e) => e.periodDate <= baseDate)
+    .sort((a, b) => a.periodDate - b.periodDate);
+
+  // 최소 4분기 데이터 확보
+  if (valid.length < 4) {
+    throw new Error("4분기 이상 데이터가 필요합니다.");
+  }
+
+  // 최신 분기 데이터
+  const last = valid[valid.length - 1];
+
+  // TTM 합산값과 주식수
+  const profit = last.profit;
+  const ttmRevenue = last.revenue_ttm;
+  const equityTTM = last.equity_ttm;
+  const shareCount = last.istc_totqy;
+
+  const isValidTTM =
+    profit != null &&
+    ttmRevenue != null &&
+    equityTTM != null &&
+    shareCount != null;
+
+  const eps =
+    isValidTTM && last.eps != null
+      ? last.eps
+      : isValidTTM
+      ? profit / shareCount
+      : null;
+  const bps =
+    isValidTTM && last.bps != null
+      ? last.bps
+      : isValidTTM
+      ? last.equity / shareCount
+      : null;
+
+  // 주가 가져오기
+  const { price: stockPrice, date: priceDate } = await fetchStockPrice(
+    stockCode,
+    dateStr
+  );
+
+  // 지표 계산
+  // const per = eps ? stockPrice / eps : null;
+  // const pbr = bps ? stockPrice / bps : null;
+  // const psr = ttmRevenue ? (stockPrice * shareCount) / ttmRevenue : null;
+
+  // 시계열 데이터
+  const series = {
+    period: valid.map((e) => `${e.bsns_year}.${e.reprt_code}`),
+    revenue: valid.map((e) => e.revenue),
+    netProfit_govern: valid.map((e) => e.net_profit_govern),
+    profitMargin: valid.map((e) => e.profit_margin),
+    growthRate: valid.map((e) => e.growth_rate),
+    operatingProfit: valid.map((e) => e.operating_profit),
+    operatingMargin: valid.map((e) => e.operating_margin),
+    operatingGrowthRate: valid.map((e) => e.operating_growth_rate),
+  };
+
+  const result = {
+    price: { price: stockPrice, date: priceDate },
+    stockPrice,
+    shareCount,
+    eps,
+    bps,
+    roe: last.roe,
+    ttmProfit: profit,
+    ttmRevenue,
+    equityTTM,
+    profit_diff: last.profit_diff,
+    profit_diff_rate: last.profit_diff_rate,
+    series,
+  };
+
+  cache.set(`${stockCode}_${dateStr}`, result);
+  console.log("📝 캐시에 저장함:", `${stockCode}_${dateStr}`);
+
+  return result;
+}
+
+module.exports = { computeMetrics };
diff --git a/services/newsService.js b/services/newsService.js
new file mode 100644
index 0000000..21dcb0f
--- /dev/null
+++ b/services/newsService.js
@@ -0,0 +1,43 @@
+// services/newsService.js
+const fs = require("fs");
+const path = require("path");
+const ProblemNews = require("../models/News");
+
+const RESULT_DIR = path.join(__dirname, "..", "result_5");
+
+async function importAllJson() {
+  const files = fs.readdirSync(RESULT_DIR).filter((f) => f.endsWith(".json"));
+
+  for (const file of files) {
+    const fullPath = path.join(RESULT_DIR, file);
+    let records;
+    try {
+      records = JSON.parse(fs.readFileSync(fullPath, "utf-8"));
+    } catch (err) {
+      console.error(`❌ JSON 파싱 실패: ${file}`, err);
+      continue;
+    }
+
+    for (const rec of records) {
+      try {
+        // upsert: 같은 problem_id 가 있으면 덮어쓰기
+        await ProblemNews.updateOne(
+          { problem_id: rec.problem_id },
+          {
+            $set: {
+              stockName: rec.stockName,
+              date: rec.date,
+              news: rec.news,
+            },
+          },
+          { upsert: true }
+        );
+      } catch (err) {
+        console.error(`❌ DB 저장 실패: problem_id=${rec.problem_id}`, err);
+      }
+    }
+    console.log(`✅ ${file} → ${records.length}건 처리`);
+  }
+}
+
+module.exports = { importAllJson };
diff --git a/services/practiceProblemSeedService.js b/services/practiceProblemSeedService.js
new file mode 100644
index 0000000..929e3c4
--- /dev/null
+++ b/services/practiceProblemSeedService.js
@@ -0,0 +1,21 @@
+const PracticeProblem = require("../models/PracticeProblem");
+
+async function insertPracticeProblems(dataArray) {
+  try {
+    for (const item of dataArray) {
+      const { stock_code, problemtype, title, date } = item;
+
+      await PracticeProblem.updateOne(
+        { stock_code, problemtype, date }, // 중복 방지 조건
+        { $set: { title } },
+        { upsert: true }
+      );
+    }
+
+    console.log(`PracticeProblem 데이터 저장 또는 덮어쓰기 완료`);
+  } catch (err) {
+    console.error("PracticeProblem 저장 실패:", err.message);
+  }
+}
+
+module.exports = { insertPracticeProblems };
diff --git a/services/stockNewsSeedService.js b/services/stockNewsSeedService.js
new file mode 100644
index 0000000..b514451
--- /dev/null
+++ b/services/stockNewsSeedService.js
@@ -0,0 +1,21 @@
+const PracticeNews = require("../models/StockNews");
+
+async function insertPracticeNews(dataArray) {
+  try {
+    for (const item of dataArray) {
+      const { problem_id, stockName, date, news } = item;
+
+      await PracticeNews.updateOne(
+        { problem_id }, // 문제 ID 기준으로 중복 방지
+        { $set: { stockName, date, news } },
+        { upsert: true }
+      );
+    }
+
+    console.log("PracticeNews 데이터 저장 또는 갱신 완료");
+  } catch (err) {
+    console.error("PracticeNews 저장 실패:", err.message);
+  }
+}
+
+module.exports = { insertPracticeNews };
diff --git a/services/stockSeedService.js b/services/stockSeedService.js
new file mode 100644
index 0000000..09ededc
--- /dev/null
+++ b/services/stockSeedService.js
@@ -0,0 +1,17 @@
+const Stock = require("../models/Stock");
+
+async function insertStocks(stockList) {
+  try {
+    for (const stock of stockList) {
+      const { _id, name } = stock;
+
+      await Stock.updateOne({ _id }, { $set: { name } }, { upsert: true });
+    }
+
+    console.log("Stocks 저장 또는 덮어쓰기 완료");
+  } catch (err) {
+    console.error("Stocks 저장 실패:", err.message);
+  }
+}
+
+module.exports = { insertStocks };
diff --git a/services/stockService.js b/services/stockService.js
index fc26141..46a2b18 100644
--- a/services/stockService.js
+++ b/services/stockService.js
@@ -1,9 +1,9 @@
 const fetch = require("node-fetch");
 const { getAccessToken } = require("./tokenService");
 
-async function getBalance(cano, acntPrdtCd) {
+async function getBalance(cano, acntPrdtCd, retry = false) {
   try {
-    const token = await getAccessToken();
+    const token = await getAccessToken(retry); // retry 시 강제 재발급
 
     const url = new URL(
       "/uapi/domestic-stock/v1/trading/inquire-balance",
@@ -22,8 +22,6 @@ async function getBalance(cano, acntPrdtCd) {
     url.searchParams.set("CTX_AREA_FK100", "");
     url.searchParams.set("CTX_AREA_NK100", "");
 
-    console.log("요청 URL:", url.toString());
-
     const res = await fetch(url.toString(), {
       method: "GET",
       headers: {
@@ -38,12 +36,21 @@ async function getBalance(cano, acntPrdtCd) {
       },
     });
 
-    if (!res.ok) {
-      const errText = await res.text();
-      throw new Error(`잔고 조회 실패: ${res.status} - ${errText}`);
+    const body = await res.json();
+
+    // 만료된 토큰 에러 처리
+    if (body.msg_cd === "EGW00123" && !retry) {
+      console.warn("🔁 만료된 토큰 감지, 재발급 후 재요청 시도");
+      return await getBalance(cano, acntPrdtCd, true);
+    }
+
+    if (!res.ok || body.rt_cd === "1") {
+      throw new Error(
+        `잔고 조회 실패: ${res.status} - ${JSON.stringify(body)}`
+      );
     }
 
-    return await res.json();
+    return body;
   } catch (err) {
     console.error("🚨 getBalance 오류:", err.message);
     throw err;
diff --git a/services/test.js b/services/test.js
new file mode 100644
index 0000000..57a79c8
--- /dev/null
+++ b/services/test.js
@@ -0,0 +1,55 @@
+// //practicechartdata db에서 중복된 날짜 제거
+// const mongoose = require("mongoose");
+// const PracticeChartData = require("../models/PracticeChartData"); // 경로 수정
+// require("dotenv").config();
+
+// async function removeDuplicatePrices() {
+//   await mongoose.connect(process.env.DB_URI);
+
+//   const docs = await PracticeChartData.find({});
+
+//   for (const doc of docs) {
+//     const seen = new Map(); // 날짜 -> 첫 price
+//     const uniquePrices = [];
+
+//     for (const price of doc.prices) {
+//       if (!seen.has(price.date)) {
+//         seen.set(price.date, true);
+//         uniquePrices.push(price);
+//       }
+//     }
+
+//     if (uniquePrices.length !== doc.prices.length) {
+//       console.log(
+//         `[중복 제거] ${doc.stock_code}: ${doc.prices.length} → ${uniquePrices.length}`
+//       );
+//       doc.prices = uniquePrices;
+//       await doc.save();
+//     }
+//   }
+
+//   await mongoose.disconnect();
+//   console.log("✅ 중복 제거 완료");
+// }
+
+// removeDuplicatePrices().catch((err) => {
+//   console.error("❌ 오류 발생:", err);
+// });
+
+// 테스트용, 전 종목 직전일 주가정보 업데이트
+// const mongoose = require("mongoose");
+// require("dotenv").config();
+
+// const { fetchAllStockPrice } = require("../tasks/dailyStockUpdater");
+// async function testInsert() {
+//   try {
+//     await mongoose.connect(process.env.DB_URI);
+//     await fetchAllStockPrice();
+//   } catch (err) {
+//     console.error("❌ 오류 발생:", err);
+//   } finally {
+//     await mongoose.disconnect();
+//   }
+// }
+
+// testInsert();
diff --git a/services/tokenService.js b/services/tokenService.js
index 76cf6ea..f6d62e6 100644
--- a/services/tokenService.js
+++ b/services/tokenService.js
@@ -1,25 +1,81 @@
+const fs = require("fs");
+const path = require("path");
 const fetch = require("node-fetch");
 
+const CACHE_FILE = path.resolve(__dirname, "tokenCache.json");
+
 let cachedToken = null;
+let tokenExpiresAt = null;
+
+// 서버 시작 시 캐시 파일에서 복구
+(function loadTokenCache() {
+  try {
+    const data = fs.readFileSync(CACHE_FILE, "utf-8");
+    const parsed = JSON.parse(data);
+
+    if (parsed.token && parsed.expiresAt && Date.now() < parsed.expiresAt) {
+      cachedToken = parsed.token;
+      tokenExpiresAt = parsed.expiresAt;
+      console.log("🔁 캐시된 토큰 복구 성공");
+    }
+  } catch {
+    // 캐시 없음
+  }
+})();
+
+function saveTokenCache(token, expiresAt) {
+  fs.writeFileSync(CACHE_FILE, JSON.stringify({ token, expiresAt }), "utf-8");
+  console.log("💾 토큰 캐시 저장 완료");
+}
+async function getAccessToken(forceRefresh = false) {
+  const now = Date.now();
+
+  if (!forceRefresh && cachedToken && tokenExpiresAt && now < tokenExpiresAt) {
+    return cachedToken;
+  }
+
+  try {
+    const res = await fetch(process.env.TOKEN_DOMAIN, {
+      method: "POST",
+      headers: { "content-type": "application/json" },
+      body: JSON.stringify({
+        grant_type: "client_credentials",
+        appkey: process.env.API_APPKEY,
+        appsecret: process.env.API_APPSECRET,
+      }),
+    });
+
+    if (!res.ok) {
+      const errorBody = await res.json();
+      const isRateLimited =
+        res.status === 403 && errorBody.error_code === "EGW00133";
 
-async function getAccessToken() {
-  if (cachedToken) return cachedToken;
+      if (isRateLimited && cachedToken) {
+        console.warn("⚠️ 토큰 요청 제한. 기존 토큰 재사용");
+        return cachedToken;
+      }
 
-  const res = await fetch(`${process.env.TOKEN_DOMAIN}`, {
-    method: "POST",
-    headers: { "content-type": "application/json" },
-    body: JSON.stringify({
-      grant_type: "client_credentials",
-      appkey: process.env.API_APPKEY,
-      appsecret: process.env.API_APPSECRET,
-    }),
-  });
+      throw new Error(
+        `토큰 발급 실패: ${res.status} - ${
+          errorBody.error_description || "Unknown"
+        }`
+      );
+    }
 
-  if (!res.ok) throw new Error("토큰 발급 실패");
+    const data = await res.json();
+    cachedToken = data.access_token;
+    tokenExpiresAt = now + (data.expires_in - 300) * 1000;
 
-  const data = await res.json();
-  cachedToken = data.access_token;
-  return cachedToken;
+    saveTokenCache(cachedToken, tokenExpiresAt);
+    return cachedToken;
+  } catch (err) {
+    console.error("🚨 getAccessToken 오류:", err.message);
+    if (!forceRefresh && cachedToken) {
+      console.warn("🔁 기존 토큰 재사용 (예외 발생)");
+      return cachedToken;
+    }
+    throw err;
+  }
 }
 
 module.exports = { getAccessToken };
diff --git a/tasks/dailyStockUpdater.js b/tasks/dailyStockUpdater.js
new file mode 100644
index 0000000..6c1d796
--- /dev/null
+++ b/tasks/dailyStockUpdater.js
@@ -0,0 +1,39 @@
+// 매일 자정 전날 주가 데이터 업데이트
+const cron = require("node-cron");
+const { fetchDailyPrice } = require("../services/fetchStockPrice");
+const Stock = require("../models/Stocks");
+const dayjs = require("dayjs");
+
+async function fetchAllStockPrice() {
+  try {
+    const today = dayjs().format("YYYY-MM-DD");
+    const stocks = await Stock.find({}, "_id");
+
+    for (const stock of stocks) {
+      try {
+        await fetchDailyPrice(stock._id, today);
+      } catch (err) {
+        console.error(`[실패] ${stock._id}: ${err.message}`);
+      }
+    }
+    console.log(`[✅ 완료] ${stocks.length}개 종목 처리 완료`);
+  } catch (err) {
+    console.error(`[❌ 전체 작업 실패]: ${err.message}`);
+  }
+}
+
+cron.schedule(
+  "0 0 * * *",
+  async () => {
+    console.log("[스케줄 시작] 매일 6시 직전 영업일 주가 데이터 수집");
+    await fetchAllStockPrice();
+  },
+  { timezone: "Asia/Seoul" }
+);
+//테스트용
+// cron.schedule("*/1 * * * *", async () => {
+//   console.log("[스케줄 시작] 테스트 영업일 주가 데이터 수집");
+//   await fetchAllStockPrice();
+// });
+
+module.exports = { fetchAllStockPrice };
diff --git a/tasks/scoreUpdater.js b/tasks/scoreUpdater.js
new file mode 100644
index 0000000..bad2b97
--- /dev/null
+++ b/tasks/scoreUpdater.js
@@ -0,0 +1,21 @@
+const cron = require("node-cron");
+// 실제 서버 주소로 변경!
+const BASE_URL = `/api/rank`;
+
+cron.schedule("0 7 * * *", async () => {
+  try {
+    // 1. 하루치 점수 계산
+    console.log("[CRON] Start day calculation");
+    const dayRes = await fetch(`${BASE_URL}/day`, { method: "POST" });
+    const dayJson = await dayRes.json();
+    console.log("[CRON] day result:", dayJson);
+
+    // 2. 누적점수 계산
+    console.log("[CRON] Start cumulative calculation");
+    const cumRes = await fetch(`${BASE_URL}/cumulative`, { method: "POST" });
+    const cumJson = await cumRes.json();
+    console.log("[CRON] cumulative result:", cumJson);
+  } catch (err) {
+    console.error("[CRON] 에러:", err.message);
+  }
+});
diff --git a/tasks/stockUpdater.js b/tasks/stockUpdater.js
new file mode 100644
index 0000000..c39ac6e
--- /dev/null
+++ b/tasks/stockUpdater.js
@@ -0,0 +1,61 @@
+const cron = require("node-cron");
+const { getBalance } = require("../services/stockService");
+const UserStock = require("../models/UserStock");
+const User = require("../models/Auth"); // 사용자 모델 이름 확인
+const RealInputData = require("../models/RealInputData");
+
+// 1시간마다 실행
+cron.schedule("0 * * * *", async () => {
+  console.log("🕒 [주기적 업데이트] 시작됨");
+
+  const users = await User.find(); // 모든 사용자 순회
+
+  const cano = "50143725"; // ⚠️ 실제로는 user마다 다를 수 있음
+  const acnt = "01";
+
+  const result = await getBalance(cano, acnt);
+  for (const user of users) {
+    try {
+      const stocks = (result.output1 || []).map((item) => ({
+        stock_code: item.pdno,
+      }));
+
+      // 1. 업서트(있으면 유지/갱신, 없으면 추가)
+      const updatePromises = stocks.map((stock) =>
+        UserStock.findOneAndUpdate(
+          { user_id: user._id, stock_code: stock.stock_code },
+          { user_id: user._id, stock_code: stock.stock_code },
+          { upsert: true, new: true }
+        )
+      );
+      await Promise.all(updatePromises);
+
+      // 2. 새로 받아온 주식목록에 없는 종목은 삭제
+      const currentCodes = stocks.map((s) => s.stock_code);
+
+      // 2-1. 삭제될 UserStock 목록(_id 뽑기)
+      const deleteTargets = await UserStock.find({
+        user_id: user._id,
+        stock_code: { $nin: currentCodes },
+      });
+      const deleteIds = deleteTargets.map((doc) => doc._id);
+
+      // 2-2. UserStock 삭제
+      await UserStock.deleteMany({
+        user_id: user._id,
+        stock_code: { $nin: currentCodes },
+      });
+
+      // 2-3. RealInputData도 같이 삭제
+      if (deleteIds.length > 0) {
+        await RealInputData.deleteMany({ user_stock_id: { $in: deleteIds } });
+      }
+
+      console.log(
+        `✅ ${user.email}: 보유주식 업서트 및 정리 완료 (${stocks.length}개)`
+      );
+    } catch (err) {
+      console.error(`❌ ${user.email} 오류:`, err.message);
+    }
+  }
+});
diff --git a/utils/date.js b/utils/date.js
new file mode 100644
index 0000000..31d1bd6
--- /dev/null
+++ b/utils/date.js
@@ -0,0 +1,43 @@
+const Holiday = require("../models/Holiday");
+const dayjs = require("dayjs");
+// '20250101' -> '2025-01-01'
+function toDashDate(compact) {
+  return `${compact.slice(0, 4)}-${compact.slice(4, 6)}-${compact.slice(6, 8)}`;
+}
+
+// 오늘날짜 '2025.01.01.'
+function getTodayStr() {
+  const now = new Date();
+  const kstNow = new Date(
+    now.toLocaleString("en-US", { timeZone: "Asia/Seoul" })
+  );
+
+  const yyyy = kstNow.getFullYear();
+  const mm = String(kstNow.getMonth() + 1).padStart(2, "0");
+  const dd = String(kstNow.getDate()).padStart(2, "0");
+
+  return `${yyyy}.${mm}.${dd}`;
+}
+
+function formatDate(date) {
+  const y = date.getFullYear();
+  const m = String(date.getMonth() + 1).padStart(2, "0");
+  const d = String(date.getDate()).padStart(2, "0");
+  return `${y}.${m}.${d}`;
+}
+
+// 주어진 날짜 이전의 직전 영업일을 반환
+async function getPreviousWorkDay(dateStr) {
+  const holidays = await Holiday.find({});
+  const holidaySet = new Set(holidays.map((h) => h.date)); // Set for O(1) lookup
+
+  let current = dayjs(dateStr).subtract(1, "day");
+
+  while (holidaySet.has(current.format("YYYY-MM-DD"))) {
+    current = current.subtract(1, "day");
+  }
+
+  return current.format("YYYY-MM-DD");
+}
+
+module.exports = { toDashDate, getTodayStr, formatDate, getPreviousWorkDay };
diff --git a/utils/getCorpCode.js b/utils/getCorpCode.js
new file mode 100644
index 0000000..aa0ee4f
--- /dev/null
+++ b/utils/getCorpCode.js
@@ -0,0 +1,24 @@
+const fs = require("fs");
+const path = require("path");
+const { XMLParser } = require("fast-xml-parser");
+
+function getCorpCodeByStockCode(stockCode) {
+  const filePath = path.resolve(__dirname, "../CORPCODE.xml");
+  const xmlData = fs.readFileSync(filePath, "utf-8");
+
+  const parser = new XMLParser({ ignoreAttributes: false, trimValues: true });
+  const json = parser.parse(xmlData);
+  const corpList = json.result?.list || json.list;
+
+  const matched = corpList.find(
+    (item) => String(item.stock_code).padStart(6, "0") === stockCode
+  );
+
+  if (!matched) {
+    throw new Error(`❌ ${stockCode}에 해당하는 corp_code를 찾을 수 없습니다.`);
+  }
+
+  return String(matched.corp_code).padStart(8, "0");
+}
+
+module.exports = getCorpCodeByStockCode;
diff --git a/utils/news.js b/utils/news.js
new file mode 100644
index 0000000..3ebf61e
--- /dev/null
+++ b/utils/news.js
@@ -0,0 +1,14 @@
+function hasAllowedImageExtension(url) {
+  const allowedDomains = ["img.hankyung.com"];
+  const allowedExtensions = /\.(jpe?g|png)$/i;
+
+  try {
+    const parsedUrl = new URL(url);
+    return (
+      allowedDomains.includes(parsedUrl.hostname) && allowedExtensions.test(url)
+    );
+  } catch (err) {
+    return false;
+  }
+}
+module.exports = { hasAllowedImageExtension };