.png){kind=icon}
返回
Data Visualization and Statistical Graphics in Big Data Analysis
.png){kind=icon}
PRE
AI
DOI：10.1146/annurev-statistics-041715-033420.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
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.
Keyword:
exploratory data analysis
information visualization
visual analytics
high-dimensional data
interactive graphics
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
IF:
8.7
论文数:
211
被引数:
2.4K
机构
引用论文
Compartmentalized gut lymph node drainage dictates adaptive immune responses分隔的肠淋巴结引流决定了适应性免疫反应.png)
Nature
OAAI
NatureIF0
OAAI分享收藏
查看更多内容