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Using a 3D heat map to explore the diverse correlations among elements and mineral species

This paper presents an enhanced 3D heat map for exploratory data analysis (EDA) of open mineral data, addressing the challenges caused by rapidly evolving datasets and ensuring scientifically meaningful data exploration. The Mindat website, a crowd-sourced database of mineral species, provides a con...

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Main Authors: Jiyin Zhang, Xiang Que, Bhuwan Madhikarmi, Robert M. Hazen, Jolyon Ralph, Anirudh Prabhu, Shaunna M. Morrison, Xiaogang Ma
Format: Artigo
Language:Inglês
Published: Elsevier 2024-03-01
Series:Applied Computing and Geosciences
Subjects:
Exploratory data analysis
Data science
Data visualization
Correlation analysis
Mineral informatics
Online Access:http://www.sciencedirect.com/science/article/pii/S2590197424000016
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