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트위터 ‘아이폰’
네트워크 분석
언론정보학과 21510625 최유정
사이버커뮤니케이션과네트워크분석
11.29 네트워크와 12.10네트워크의 조건은 동일.
<조건>
트위터에서 ‘아이폰’ 관련 100여개의 트윗을 검색
Node의 속성
Vertex Color와 Size는 indegree의 수치
낮다 ----------------------------높다
• 트위터 분석: 방향성이 있는 그래프
• 노드(vertices) 수 108개
• 총 링크(Edges) 수 100개
• 유니크 엣지 값이 93
=> 특정 노드 간의 연결성이 높지 않고
다양한 사용자들끼리 연결성을 가졌다는 것을 뜻함
• Connected components가 총 32개.
다른 노드와 연결성이 없이 고립된 노드가 총 18개다.
• 최대 연결거리 (Maximum geodesic distance) 가 2,
평균 연결거리 (Average Geodesic Distance) 또한 2다.
• 밀도: 0.006 => 매우 느슨한 구조
(0.00674974039460021)
11.29
• 트위터 분석: 방향성이 있는 그래프
• 노드(vertices) 수 132개
• 총 링크(Edges) 수 118개
• 유니크 엣지 값이 114개
=> 특정 노드 간의 연결성이 높지 않고
다양한 사용자들끼리 연결성을 가졌다는 것을 뜻함
• Connected components가 총 54
다른 노드와 연결성이 없이 고립된 노드가 총 14개다.
• 최대 연결거리 (Maximum geodesic distance) 가 2,
평균 연결거리 (Average Geodesic Distance) 1.347701.
• 밀도: 0.005 => 매우 느슨한 구조
(0.00560953)
12.10
단어 분석
• 주로 RT형식으로 멘션이 많이 됨
• 키워드는 ‘아이폰’이지만 연예인에 초점
11.29
12.10
아이돌에게 아이폰 선물 > 아이폰 얼굴인식> 아이폰 카메라
11.29
12.10
아이돌 배경화면(G1, G3) > 아이폰x 디자인 > 서가대(서울가요대상) 아이폰 어플 / 백현 아이폰
주로 아이돌 관련한 트윗들이 많이 올라옴
• Mb_kjh를 중심으로 스타형 구조
• 56개의 노드들이 mb_kjh와 Co-outlink관계
56명이 Mb_kjh이 쓴 멘션 RT
“사랑하는 재환이에게'아이폰X'를 전달했습니당뚜둥”
Mb_kjh
Pledis_17
_tillthetop
11.29 12.10
• 여러 개의 작은 스타형 구조들
• _tillthetop/ Pledis_17이랑 Co-outlink관계
18명이 _tillthetop이 쓴 멘션 RT
“신촌 팬싸인회 민규 핸드폰 배경화면 아이폰X 세로”
-> Co-outlink관계가 있는 많은 노드들이 재환(워너원)/세븐틴 팬이라는 공통점이 있다.
=>한 눈에 관계를 파악하기 위해서 그룹화
각 그룹 안에서만 활동할 뿐, 그룹 간의 교류가 전혀 없다.
11.29
12.10
각 그룹 안에서만 활동할 뿐, 그룹 간의 교류가 전혀 없다.
감사합니다

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[과제]사이버 아이폰

  • 1. 트위터 ‘아이폰’ 네트워크 분석 언론정보학과 21510625 최유정 사이버커뮤니케이션과네트워크분석 11.29 네트워크와 12.10네트워크의 조건은 동일. <조건> 트위터에서 ‘아이폰’ 관련 100여개의 트윗을 검색 Node의 속성 Vertex Color와 Size는 indegree의 수치 낮다 ----------------------------높다
  • 2. • 트위터 분석: 방향성이 있는 그래프 • 노드(vertices) 수 108개 • 총 링크(Edges) 수 100개 • 유니크 엣지 값이 93 => 특정 노드 간의 연결성이 높지 않고 다양한 사용자들끼리 연결성을 가졌다는 것을 뜻함 • Connected components가 총 32개. 다른 노드와 연결성이 없이 고립된 노드가 총 18개다. • 최대 연결거리 (Maximum geodesic distance) 가 2, 평균 연결거리 (Average Geodesic Distance) 또한 2다. • 밀도: 0.006 => 매우 느슨한 구조 (0.00674974039460021) 11.29
  • 3. • 트위터 분석: 방향성이 있는 그래프 • 노드(vertices) 수 132개 • 총 링크(Edges) 수 118개 • 유니크 엣지 값이 114개 => 특정 노드 간의 연결성이 높지 않고 다양한 사용자들끼리 연결성을 가졌다는 것을 뜻함 • Connected components가 총 54 다른 노드와 연결성이 없이 고립된 노드가 총 14개다. • 최대 연결거리 (Maximum geodesic distance) 가 2, 평균 연결거리 (Average Geodesic Distance) 1.347701. • 밀도: 0.005 => 매우 느슨한 구조 (0.00560953) 12.10
  • 4. 단어 분석 • 주로 RT형식으로 멘션이 많이 됨 • 키워드는 ‘아이폰’이지만 연예인에 초점 11.29 12.10
  • 5. 아이돌에게 아이폰 선물 > 아이폰 얼굴인식> 아이폰 카메라 11.29 12.10 아이돌 배경화면(G1, G3) > 아이폰x 디자인 > 서가대(서울가요대상) 아이폰 어플 / 백현 아이폰 주로 아이돌 관련한 트윗들이 많이 올라옴
  • 6. • Mb_kjh를 중심으로 스타형 구조 • 56개의 노드들이 mb_kjh와 Co-outlink관계 56명이 Mb_kjh이 쓴 멘션 RT “사랑하는 재환이에게'아이폰X'를 전달했습니당뚜둥” Mb_kjh Pledis_17 _tillthetop 11.29 12.10 • 여러 개의 작은 스타형 구조들 • _tillthetop/ Pledis_17이랑 Co-outlink관계 18명이 _tillthetop이 쓴 멘션 RT “신촌 팬싸인회 민규 핸드폰 배경화면 아이폰X 세로” -> Co-outlink관계가 있는 많은 노드들이 재환(워너원)/세븐틴 팬이라는 공통점이 있다.
  • 7. =>한 눈에 관계를 파악하기 위해서 그룹화 각 그룹 안에서만 활동할 뿐, 그룹 간의 교류가 전혀 없다. 11.29
  • 8. 12.10 각 그룹 안에서만 활동할 뿐, 그룹 간의 교류가 전혀 없다.