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pairwise-insights-dynamic-ggpairs-visualizer

Pairwise Insights: Dynamic ggpairs Visualizer

https://github.com/deschan5/pairwise-insights-dynamic-ggpairs-visualizer

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
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    DOI references
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    Academic publication links
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    Academic email domains
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    Institutional organization owner
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (15.6%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Pairwise Insights: Dynamic ggpairs Visualizer

Basic Info
  • Host: GitHub
  • Owner: deschan5
  • License: gpl-3.0
  • Language: R
  • Default Branch: main
  • Size: 24.4 KB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created 9 months ago · Last pushed 9 months ago
Metadata Files
Readme License Citation

README.md

License Notes

This app’s source code is licensed as GPL-3 to ensure compliance with the licenses of its dependencies, including the Shiny framework, which is licensed under GPL-3.
If you use or distribute this app, please note that its combination with Shiny and other GPL-3 components requires the app as a whole to be distributed under the terms of GPL-3.

Pairwise Insights: Dynamic ggpairs Visualizer

Transform raw data into actionable insight—instantly. Unlock the full potential of your datasets with the most intuitive and powerful pairwise plotting app for R.

🌟 What is Pairwise Insights?

Pairwise Insights is a next-generation, interactive Shiny app designed to reveal the hidden structure within your data using dynamic ggpairs plots. Built for scientists, analysts, and data enthusiasts, this app makes complex exploratory data analysis effortless and beautiful.

🚀 Key Features

  • Instant Data Upload: Seamlessly import your CSV or Excel files and preview them immediately.
  • Smart Variable Selection: Select or exclude variables with a click—even the grouping variable!
  • Flexible Grouping: Color-code by any categorical variable, and reorder legend entries to match your narrative.
  • Advanced Smoothing: Overlay red LOESS or blue LM regression lines for deeper pattern discovery.
  • Comprehensive Correlation Matrix: Generate a 4-column correlation table (with p-values) and export to CSV for your reports.
  • Performance Optimized: Limit your plots to 10 variables for rapid, clutter-free visualization—never wait on giant matrices again.
  • Focused Exploration: Instantly zoom into any subplot cell for a detailed view.
  • Custom Color Palettes: Set group colors with intuitive pickers—tailor every visualization to your style.
  • Effortless Export: Download publication-ready plots in PNG, SVG, PDF, or TIFF at your chosen resolution.

👤 Who Is Pairwise Insights For?

  • Researchers: Instantly visualize and interpret relationships in multi-dimensional datasets.
  • Analysts: Rapid, interactive EDA before building predictive models.
  • Educators & Students: A user-friendly, powerful tool for teaching and learning multivariate statistics.
  • Anyone: Who wants to see their data come to life—no programming needed.

⚡ Get Started in 3 Steps

  1. Clone or download this repository.
  2. Open app.R in RStudio, or run shiny::runApp() from your R console.
  3. Upload your data, adjust your settings, and reveal your insights.

💼 License

Pairwise Insights is open-source and distributed under the GPL-3 License.

License Note:
This app incorporates the Shiny framework and other open-source libraries under GPL-3.
Any use or distribution of Pairwise Insights must comply with the terms of the GPL-3 license.

💡 Questions or Suggestions?

Open an issue or start a discussion—help shape the future of interactive pairwise visualization!

✨ Discover the patterns you’ve been missing. Experience Pairwise Insights today!

Owner

  • Name: Dejan
  • Login: deschan5
  • Kind: user
  • Location: Munich
  • Company: LMU

Biotechnologist with strong background in plant physiology. Former Post-Doc at the Biology Faculty of the Ludwig-Maximilians-Unversity of Munich.

Citation (CITATION.cff) 

cff-version: 1.2.0
title: "Pairwise Insights: Dynamic ggpairs Visualizer"
message: "If you use Pairwise Insights in your work, please cite this repository."
authors:
  - family-names: Dziubek
    given-names: Dejan
    affiliation: former postdoc at LMU Munich
    orcid: "https://orcid.org/0009-0000-3041-9716"
date-released: 2024-05-22
version: "1.0.0"
license: GPL-3.0
repository-code: "https://github.com/deschan5/Pairwise-Insights-Dynamic-ggpairs-Visualizer"
url: "https://github.com/deschan5/Pairwise-Insights-Dynamic-ggpairs-Visualizer"
type: software
abstract: |
  Pairwise Insights is an interactive Shiny app for generating customizable ggpairs visualizations.
  It offers dynamic variable selection, flexible grouping, advanced smoothing, correlation matrices, and export options, enabling rapid and insightful exploratory data analysis for researchers and data analysts.

keywords:
  - Shiny
  - ggpairs
  - data visualization
  - exploratory data analysis
  - R
  - correlation matrix
  - interactive plotting

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