Entering edit mode
6.6 years ago
Jennifer Pham
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450
We would like to introduce BioVinci, a tool for biological data visualization and analysis. The software is user friendly and code free. The idea is to make running statistics and plotting easy without losing power. BioVinci allows you to:
- Run any statistical analyses
- Drag and drop to customize plots
- Quickly create publication-ready data visuals.
Available for Linux, Mac OS, and Windows. Download here: https://vinci.bioturing.com
Highlight features:
1. Flexible graphing and customization
- Output format: SVG (scalable vector graphics), EPS, PS, PNG, PDF
- Unique plot type: violin plot, dendrogram, heatmap, 3D scatter plot
- Optimized for tables up to 50,000 rows x 100 columns
2. Machine learning and statistics
- Dimensionality reduction (PCA 3D plots and biplots, t-SNE, etc.)
- Clustering functions (k-means clustering and hierarchical clustering)
- Hypothesis testing and regression
View the PCA tutorial here: https://www.youtube.com/watch?v=6truZBwKEm8
3. Sharing and collaboration
- BVC file: to archive worksets, or share with collaborators
- Share interactive graphs via emails, social platforms, URL
An enhancement : a function to transform the input matrix.
hi Zhilong, BioVinci can now transform the input matrix well for data with replications. Is it what you refer to?
Seems like a UI for R. Can it plot the 3D PCA and biplots?
Yes we used some popular libraries in R to ensure the accuracy. We do offer 3D PCA, biplots, scree plots, plots of loadings, and more. I believe the easy and interactive PCA is one of our strongest points so far.
seems pretty, but what linux do you support?
we support ubuntu 16.04 and 18.04 LTS
Is this a commercial product?
Yes, it is. But I believe it will help you save a lot of time for PCA, t-SNE, and other advanced analyses.
It may well do so, but I think we have rules about posts about commercial products.
hi Alex, could you suggest any reference for posts about commercial products so that I can do it right?
thanks, the 3d pca looks great.
thanks for your answer!
Tried it, yet still didn't figure out how to create a 3D PCA. The typical 3D scatter plot was not difficult to find, but where is the 3D PCA?
You can click Plot, and drag the third PC into the Z field. To find the third PC, check out the box on the bottom left corner of the screen. Here's a short tutorial for your reference:
i mean the pca or tsne results
why not use R? It's free and does anything you want.
R is free and powerful -- would be great if you can code. The learning curve is quite steep to some people, so we hope BioVinci can help them out.
Sure. The learning curve is steep, but it's rewarding. However, i'll give Biovinci a try for the days when I have no mood to code.
That violin plot looks awesome. Is there a way to apply log scale for the data?
Yes @Shannon, you can apply log scale for the axes.
The biplot seems not quite right.
@nathanlee: I got it. The origins of the inner axes should have overlapped on each other. Yet you can adjust this in BioVinci