| Issue |
ITM Web Conf.
Volume 70, 2025
2024 2nd International Conference on Data Science, Advanced Algorithm and Intelligent Computing (DAI 2024)
|
|
|---|---|---|
| Article Number | 03003 | |
| Number of page(s) | 11 | |
| Section | Image Processing and Computer Vision | |
| DOI | https://doi.org/10.1051/itmconf/20257003003 | |
| Published online | 23 January 2025 | |
Data Visualization and Prediction Model Analysis
University of Mount Saint Vincent, New York City, 10471, The United States of America
Corresponding author email: zhua.student@umsv.edu
Data visualization plays an important role in the process of data analysis. It can transform complex data into intuitive charts, which helps us understand data more effectively. The purpose of this paper is to study the application of data visualization and compare different prediction models. In this work, I present three different prediction models and apply them on the US airline industry datasets by using Python as the programming language. Then these data sets are made into a bar graph and analy1zed through these three prediction models. Finally, this paper provides some suggestions on how to choose appropriate visualization tools based on data characteristics. This study not only enriches the application examples of data visualization, but also provides valuable reference for decision-making and predicting in data analysis.
© The Authors, published by EDP Sciences, 2025
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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