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RAISINS-DIVERSITY Analysis Module
Discover R A I S I N S (R & AI Solutions in INferential Statistics) - your ultimate tool for mastering Diversity Analysis, designed to explore and interpret species composition and abundance patterns within ecological or agricultural datasets! Effortlessly upload your species abundance or ecological dataset to instantly generate polished, publication-ready diversity indices, similarity matrices, clustering results, multivariate visualizations and automated interpretations. Designed for ecologists, agricultural researchers, and biodiversity scientists, RAISINS transforms complex diversity data into clear, visual, and actionable insights-making diversity analysis simple, fast, and impactful!
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Need any assistance or statistical support? Our team will be happy to arrange a free online meeting to guide you through the app and clarify your questions. RAISINS is designed to be simple-just upload your data and click Run.
DIVERSITY ANALYSIS
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Developed by
Team RAISINS, STATOBERRY LLP
Author: Chief Statistician
© All rights reserved to STATOBERRY LLP
These plots visualise distrubution of species among sites. Click the settings icon ( ⚙ ) in the top-left corner of the plot to switch between faceted and general graph, or explore the extensive customization options to personalize your visualization experience.Please adjust legend position and size if legends are occupying more space.
Stacked Bar Graph
Relative Bar graph
Please use these plots to better understand alpha indexes and their relationship. Click on the plot settings icon ( ⚙ ) in the top-left corner of the plot to explore the extensive customization options to personalize your visualization experience.
Alpha indexes
Standardised Alpha Index Plot
Heat Map
PCA Plot
correlation Plot
Box Plot
These plots try to compare diversity among given groups. Click the settings icon ( ⚙ ) in the top-left corner of the plot to explore the extensive customization options to personalize your visualization experience.
At least 3 sites are required to draw a dendrogram. Currently, your data has fewer than 3 sites.
Dendrogram
Box plot
PCoA plot 1
PCoA plot 2
Sorenson heat map
Distrubution Graph
Please select data with more than two levels of Location to perform PERMANOVA analysis for differentiation based on centroid distance.
Homogeneity of multivariate dispersion (betadisper) was tested to verify
a key assumption of PERMANOVA - that within-group spread is equal across
locations.
Crunching diversity components... please wait, boss!
CSV data file creator
Upload data file Excel or CSV here
This module helps you prepare datasets in the correct format for performing Diversity Analysis. Users can easily generate a CSV template that matches the required structure for ecological or biodiversity data.
Enter the number of species, the number of sampling sites (or locations), and the variables representing species abundance or counts in the sidebar panel. After submission, a model dataset will be displayed in the main panel where users can enter species observations directly.
You can also quickly copy species abundance data from Excel and paste it directly into the generated table using Ctrl + V. This makes data entry fast and convenient for large biodiversity datasets.
Once the data entry is completed, download the dataset as a CSV file and upload it in the Analysis tab to perform diversity analysis including diversity indices, similarity matrices, clustering, and graphical visualizations.
This tool is designed to make biodiversity data preparation easier and more efficient, saving time for ecologists, agricultural researchers, and environmental scientists working with species diversity datasets.
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