Data Visualization and Statistical Graphics in Big Data Analysis
- 주제(키워드) Exploratory data analysis , High-dimensional data , Information visualization , Interactive graphics , Visual analytics
- 등재 SCIE, SCOPUS
- 발행기관 Annual Reviews Inc.
- 발행년도 2016
- 총서유형 Journal
- URI http://www.dcollection.net/handler/ewha/000000135487
- 본문언어 영어
- Published As http://dx.doi.org/10.1146/annurev-statistics-041715-033420
- 저작권 이화여자대학교 논문은 저작권에 의해 보호받습니다.
초록/요약
This article discusses the role of data visualization in the process of analyzing big data. We describe the historical origins of statistical graphics, from the birth of exploratory data analysis to the impacts of statistical graphics on practice today. We present examples of contemporary data visualizations in the process of exploring airline traffic, global standardized test scores, election monitoring, Wikipedia edits, the housing crisis as observed in San Francisco, and the mining of credit card databases. We provide a review of recent literature. Good data visualization yields better models and predictions and allows for the discovery of the unexpected. Copyright ©2016 by Annual Reviews. All rights reserved.
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