Understanding Twitter Data with TweetXplorer

被引:0
|
作者
Morstatter, Fred [1 ]
Kumar, Shamanth [1 ]
Liu, Huan [1 ]
Maciejewski, Ross [1 ]
机构
[1] Arizona State Univ, Sch Comp Informat & Decis Syst Engn, Tempe, AZ 85287 USA
关键词
Twitter Visualization; Retweet Network; Geospatial Analysis; Big Data;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In the era of big data it is increasingly difficult for an analyst to extract meaningful knowledge from a sea of information. We present TweetXplorer, a system for analysts with little information about an event to gain knowledge through the use of effective visualization techniques. Using tweets collected during Hurricane Sandy as an example, we will lead the reader through a workflow that exhibits the functionality of the system.
引用
收藏
页码:1482 / 1485
页数:4
相关论文
共 50 条
  • [21] Understanding the Political Representativeness of Twitter Users
    Barbera, Pablo
    Rivero, Gonzalo
    SOCIAL SCIENCE COMPUTER REVIEW, 2015, 33 (06) : 712 - 729
  • [22] Forecasting with Twitter Data
    Arias, Marta
    Arratia, Argimiro
    Xuriguera, Ramon
    ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2013, 5 (01)
  • [23] World Environment Day: Understanding Environmental Programs Impact on Society Using Twitter Data Mining
    Zarrabeitia-Bilbao, Enara
    Rio-Belver, Rosa-Maria
    Alvarez-Meaza, Izaskun
    Martinez de Alegria-Mancisidor, Itziar
    SOCIAL INDICATORS RESEARCH, 2022, 164 (01) : 263 - 284
  • [24] Social Media Mining for Understanding Traffic Safety Culture in Washington State Using Twitter Data
    Sujon, Mohhammad
    Dai, Fei
    JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2021, 35 (01)
  • [25] SOCIAL DATA VISUALIZATION SYSTEM FOR UNDERSTANDING DIFFUSION PATTERNS ON TWITTER: A CASE STUDY ON KOREAN ENTERPRISES
    Hwang, Dosam
    Jung, Jai E.
    Park, Seungbo
    Nguyen, Hien T.
    COMPUTING AND INFORMATICS, 2014, 33 (03) : 591 - 608
  • [26] World Environment Day: Understanding Environmental Programs Impact on Society Using Twitter Data Mining
    Enara Zarrabeitia-Bilbao
    Rosa-María Rio-Belver
    Izaskun Alvarez-Meaza
    Itziar Martínez de Alegría-Mancisidor
    Social Indicators Research, 2022, 164 : 263 - 284
  • [27] Understanding micro-processes of community building and mutual learning on Twitter: a 'small data' approach
    Stephansen, Hilde C.
    Couldry, Nick
    INFORMATION COMMUNICATION & SOCIETY, 2014, 17 (10) : 1212 - 1227
  • [28] Understanding GI Twitter and Its Major Contributors
    Elfanagely, Yousef
    Atsawarungruangkit, Amporn
    Moss, Steven F.
    GASTROENTEROLOGY, 2021, 160 (06) : 1917 - 1921
  • [29] CLASSIFYING AND UNDERSTANDING FLU VACCINE MISINFORMATION ON TWITTER
    Zhang, Jingwen
    Sun, Qiusi
    ANNALS OF BEHAVIORAL MEDICINE, 2020, 54 : S61 - S61
  • [30] Understanding Role of Twitter in addressing Social Causes
    Nasim, Zarmeen
    Rajput, Quratulain
    2017 INTERNATIONAL CONFERENCE ON INNOVATIONS IN ELECTRICAL ENGINEERING AND COMPUTATIONAL TECHNOLOGIES (ICIEECT), 2017,