CONFERENCE PROCEEDINGS
Advanced Search
Home > Proceedings > Volume 12462 > Article
Open Access Paper
2 February 2023 A review of the theories and methods of data analysis and visualization
Yao Qiang Ma, Xue Yu Gong
Author Affiliations +
Proceedings Volume 12462, Third International Symposium on Computer Engineering and Intelligent Communications (ISCEIC 2022); 1246217 (2023) https://doi.org/10.1117/12.2660780
Event: International Symposium on Computer Engineering and Intelligent Communications (ISCEIC 2022), 2022, Xi'an, China
Abstract
In this paper, under the background of big data era, the theory and operation methods of data analysis and visualization and their important value in the field of data science are described, and the relationship between them is necessary. Besides, the convenience and shortcomings of using python as a tool for data analysis are analyzed. Finally, the development trend of data analysis and visualization is prospected.
© (2023) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Citation Download Citation
Yao Qiang Ma and Xue Yu Gong "A review of the theories and methods of data analysis and visualization", Proc. SPIE 12462, Third International Symposium on Computer Engineering and Intelligent Communications (ISCEIC 2022), 1246217 (2 February 2023); https://doi.org/10.1117/12.2660780
PROCEEDINGS
 4 PAGES
DOWNLOAD PAPER SAVE TO MY LIBRARY
GET CITATION
Advertisement
Advertisement
RIGHTS & PERMISSIONS
Get copyright permission  Get copyright permission on Copyright Marketplace
KEYWORDS
Data analysis
Visualization
Visual analytics
Data visualization
Computer programming
Data mining
Data processing
RELATED CONTENT
The CZSaw notes case study
Proceedings of SPIE (February 03 2014)
A visual data analysis system of used cars based on...
Proceedings of SPIE (March 21 2023)
Discussion on programming language teaching of information major based on...
Proceedings of SPIE (January 12 2023)
Demand analysis and training scheme research of big data talents...
Proceedings of SPIE (January 13 2023)
Design and implementation of news media data capture and visualization...
Proceedings of SPIE (October 17 2024)
Privacy-preserving data visualization using parallel coordinates
Proceedings of SPIE (January 24 2011)
Dynamic visualization of hierarchical data
Proceedings of SPIE (June 03 1997)
Subscribe to Digital Library
Receive Erratum Email Alert
Back to Top