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January 1, 2026OleoscienceOpen Access

AIST Apps: User-friendly Apps Designed for Data Informatics Analysis of a Wide Range of Chemical Data

Hideyuki SHINZAWA

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Key Points

To showcase the PCA ToolBox as a user-friendly application for data analysis in chemistry.
Utilized PCA ToolBox for analyzing infrared spectra.
Conducted analysis on the concentration changes of oleic acid/ethanol mixture.
Implemented visualization features for data preprocessing results.
The PCA ToolBox enables users without specialized knowledge to perform data analysis.
Visualizations provided support during the analysis process.
The application showcased effective handling of chemical data.

Implication

Analysis of infrared spectra using PCA ToolBox demonstrates insights in chemical data, indicating accessibility for non-experts.

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Cite This Study

Hideyuki SHINZAWA (2026) studied this question.

synapsesocial.com/papers/69abc0de5af8044f7a4e981a https://doi.org/10.5650/oleoscience.26.107

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