{"repo":"gexijin/datamap","free":true,"listed":false,"github":"https://github.com/gexijin/datamap","clone":"git clone https://github.com/gexijin/datamap.git","description":"DataMap is a browser-based app for visualizing data using heatmaps, PCA plots, and t-SNE plots.","language":"R","stars":63,"topics":["data-science","data-visualization","dimensionality-reduction","heatmap-visualization","pca","t-sne"],"license":"GPL-3.0","category":"analytics","readme_excerpt":"DataMap: Visualizing Data Matrices in Your Browser To use this app, just visit this static GitHub page deployed from this repo. For large datasets, install it as an R package: DataMap is a browser-based application for visualizing high-dimensional 'omics and other data matrices with heatmaps, PCA, and t-SNE. Built with R/Shiny using shinylive, DataMap is a serverless app that is secure and scalable. Video tutorials Quick start: watch a 2-min video on YouTube. Another video. Features - Browser-based : No installation required, runs completely in your browser - Visualizations : Heatmaps with hierarchical clustering, principal component analysis (PCA) plot, and t-SNE plot - Exportable code : Generate R code to reproduce the plots - Publication-ready plots : download PNG or PDF formats - Multiple input File Formats : Supports CSV, TSV, TXT, and Excel files Data Format Your data should be organized in a matrix format where: - The first row must contain column headers - The first column may contain row identifiers (optional) - Some columns can be categorical, which will be used to color rows - Column annotation can be uploaded separately FAQ How do I know my data is secure? Once DataMap is loaded, you can disconnect your computer from the internet and then upload your data (to your browser!) for analysis. It is hosted here as a static web page. What browsers are supported? Chrome, Firefox (slower to load), Edge, and Safari. Can I use DataMap offline? Once loaded, DataMap actually a","default_branch":null,"files":null,"tree":[],"storefront":"/r/gexijin","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/gexijin/datamap/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}