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RAISINS-GGE Biplot Analysis Module


Discover R A I S I N S (R & AI Solutions in INferential Statistics) - your ultimate tool for mastering GGE Biplot Analysis, designed to explore and interpret Genotype x Environment (GxE) interactions within a single workflow! Effortlessly upload your multi-environment trial dataset to instantly generate polished, publication-ready GGE biplots, tables, and automated interpretations. Designed for plant breeders and researchers, RAISINS transforms complex GxE patterns into clear, visual, and actionable insights-making stability analysis simple, fast, and impactful!


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GGE-BIPLOT ANALYSIS



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Developed by
Team RAISINS, STATOBERRY LLP
Author: Chief Statistician
© All rights reserved to STATOBERRY LLP



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You're currently viewing plots for single character. Click the settings icon ( ⚙ ) in the top-left corner of the plot to switch between single and multiple character views, or explore the extensive customization options to personalize your visualization experience.


Basic biplot
Mean vs. Stability
Which-won-where
Env. Discrimination
Examine Environment

Rank Environments
Examine Genotype
Rank Genotypes
Compare Genotypes
Env. Relationships

GGE: Basic Biplot


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Note: Select your Singular Value Partitioning (SVP), Centering, and Scaling method from the Analysis tab before interpreting or customizing this plot.

GGE: Mean Performance vs. Stability


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Note: Select your Singular Value Partitioning (SVP), Centering, and Scaling method from the Analysis tab before interpreting or customizing this plot.

GGE: Which-won-where


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Note: Select your Singular Value Partitioning (SVP), Centering, and Scaling method from the Analysis tab before interpreting or customizing this plot.

GGE:Discriminativeness vs Representativeness


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Note: Select your Singular Value Partitioning (SVP), Centering, and Scaling method from the Analysis tab before interpreting or customizing this plot.

GGE: Examination of Test Environment


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Note: Select your Singular Value Partitioning (SVP), Centering, and Scaling method from the Analysis tab before interpreting or customizing this plot.

GGE: Ranking of Test Environments


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Note: Select your Singular Value Partitioning (SVP), Centering, and Scaling method from the Analysis tab before interpreting or customizing this plot.

GGE: Examination of Selected Genotype


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Note: Select your Singular Value Partitioning (SVP), Centering, and Scaling method from the Analysis tab before interpreting or customizing this plot.

GGE:Ranking of Genotypes


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Note: Select your Singular Value Partitioning (SVP), Centering, and Scaling method from the Analysis tab before interpreting or customizing this plot.

GGE: Comparison of Two Genotypes

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Note: Select your Singular Value Partitioning (SVP), Centering, and Scaling method from the Analysis tab before interpreting or customizing this plot.

GGE: Relationship Among Environments

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Note: Select your Singular Value Partitioning (SVP), Centering, and Scaling method from the Analysis tab before interpreting or customizing this plot.












CSV data file creator









This is a user-friendly platform where you can generate CSV files in the required format for analysis which can be used to upload and perform analysis.

Enter the number of Environment, Genotype, replications, and response variables in the sidebar panel. Upon submission, a structured data table will appear in the main panel, where you can enter responses by clicking on the cells.

Also, in the data frame generated automatically in the Data entry panel you can simply copy observations directly from Excel and paste using Ctrl+V.

After completion of data entry download the CSV file and upload in the analysis tab and complete your analysis.

This is designed to make data entry and manipulation more efficient and straightforward, which saves users time and effort. Try this now and experience a faster and more convenient way of handling your data!



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