All Projects → jy617lee → popular_restaurants_from_officials

jy617lee / popular_restaurants_from_officials

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서울시 공무원의 업무추진비를 분석하여 진짜 맛집 찾기 프로젝트

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Jupyter Notebook
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popular_restaurants_from_officials

업무추진비를 통해 분석한 공무원 맛집리스트!

ToDo

1. Data Analysys

  • 가중치 부여 : 급수/카드사용빈도에 따른 가중치 부여

2. Web

  • 여러 기준으로 sort
  • Map 기능
  • A/B test

3. Backend

  • FB pixel, GA로 user tracking 기능
  • 크롤링 및 데이터 반영 자동화

4. Busineess

  • FB ad로 타겟 / 니즈 테스트
  • 유저 타겟 세분화

Done

  • 서울시 업무추진비 크롤링

  • 1차 Tidy 작업 완료

    • 상위 집행부서 column 추가
    • 장소/주소 column 분리
    • 방문시간을 년/월/일/시간으로
  • 2차 Tidy 작업 완료

    • 프랜차이즈 제외
    • 카페/커피/매점 등 키워드 제거
    • 부서별 특징 파악
  • 제외 키워드 : 카페/커피/스타벅스/온누리/상품권/시청/격려/우정사업/피자/구매

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