Prussian Blue Nanozyme Array Data for Polymetallic Mixture Screening

47.0 KB of experimental data for a functionally heterogeneous Prussian Blue-based nanozyme array. The dataset, authored by yang guan chen and last updated in April 2026, is structured across seven Excel sheets for machine learning analysis and figure generation. It likely contains measurements for qualitative screening and semi-quantification of polymetallic mixtures.

Use Cases

• Training classification models for polymetallic mixture screening based on nanozyme array response data.
• Performing semi-quantitative analysis of metal ion mixtures using the provided 'mix_semiquantify' sheet.
• Conducting feature reduction or exploratory analysis with the 'single_pca' data sheet.
• Validating sensor performance on real-world samples using the 'tap_water' test data.

Strengths

• Data is organized into seven purpose-specific sheets, including a complete 'all_data' sheet for ML.
• Includes supplementary data generated via Latin Hypercube Sampling for robust machine learning analysis.
• Released under a permissive CC-BY-4.0 license, facilitating reuse and sharing.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment for large-scale modeling.
• The 47.0 KB file size indicates a limited experimental scope or sample count.

Provenance

Source

figshare

Collection Method

Experimental data from a nanozyme array, likely generated in a laboratory setting.

Time Range

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Freshness

Last updated 2026-04-27 14:11:48; freshness should be verified.

Geography

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