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02_​NIR_​Spectral_​Data_​Analysis_​Clustering_​and_​Visualization

Workflow

NIR Spectral Data Analysis - Visualisation, PCA analysis and Clustering

This workflow takes preprocessed spectral data of multiple samples as an input and:
1. creates line plot visualizations colored according to available metadata, with the possibility to define an offset value between the lines for an easy comparison.
2. performs a PCA analysis and hierarchical clustering of samples

Lab dataNIR spectroscopyspectroscopyLife Sciences
NIR Spectral Data Analysis - PCA analysis, Clustering and VisualisationThis workflow takes preprocessed spectral data of multiple samples as an input and: 1. creates line plot visualizations colored according to available metadata, with the possibility to define an offset value between the lines for an easy comparison. 2. performs a PCA analysis and hierarchical clustering of samples color samples basedon sugar potentialread preprocessed dataColor Manager PCA Apply PCA Compute Table Reader Plot Spectra(With Offset) Column Splitter Column Expressions Scatter Plot Hierarchical Clustering(DistMatrix) Distance MatrixCalculate HierarchicalCluster Assigner Transpose NIR Spectral Data Analysis - PCA analysis, Clustering and VisualisationThis workflow takes preprocessed spectral data of multiple samples as an input and: 1. creates line plot visualizations colored according to available metadata, with the possibility to define an offset value between the lines for an easy comparison. 2. performs a PCA analysis and hierarchical clustering of samples color samples basedon sugar potentialread preprocessed dataColor Manager PCA Apply PCA Compute Table Reader Plot Spectra(With Offset) Column Splitter Column Expressions Scatter Plot Hierarchical Clustering(DistMatrix) Distance MatrixCalculate HierarchicalCluster Assigner Transpose

Download

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Nodes

02_​NIR_​Spectral_​Data_​Analysis_​Clustering_​and_​Visualization consists of the following 27 nodes(s):

Plugins

02_​NIR_​Spectral_​Data_​Analysis_​Clustering_​and_​Visualization contains nodes provided by the following 8 plugin(s):