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What is Python Jupyter Notebook

Advancing Educational Research With Emerging Technology
A data analysis program that produces a standard correlational heatmap visual for demonstrating the potential relationship among the factors by applying Python Programming.
Published in Chapter:
Data Visualization in Online Educational Research
Xue Wen (Louisiana State University, USA) and Xuan Wang (The University of Texas Rio Grande Valley, USA)
Copyright: © 2020 |Pages: 26
DOI: 10.4018/978-1-7998-1173-2.ch012
Abstract
This chapter presents a general and practical guideline that is intended to introduce the traditional visualization methods (word clouds), and the advanced visualization methods including interactive visualization (heatmap matrix) and dynamic visualization (dashboard), which can be applied in quantitative, qualitative, and mixed-methods research. This chapter also presents the potentials of each visualization method for assisting researchers in choosing the most appropriate one in the web-based research study. Graduate students, educational researchers, and practitioners can contribute to take strengths from each visual analytical method to enhance the reach of significant research findings into the public sphere. By leveraging the novel visualization techniques used in the web-based research study, while staying true to the analytical methods of research design, graduate students, educational researchers, and practitioners will gain a broader understanding of big data and analytics for data use and representation in the field of education.
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