Cellucid — Interactive Single-Cell Data Visualization

Cellucid is a free, open-source, GPU-accelerated web app for interactive single-cell data visualization. It shows millions of cells in your browser, in 1D, 2D and 3D embeddings such as UMAP, colored by gene expression or cell metadata.

Key features

Data sources

Cellucid reads these files in the browser, in place, without uploading them: AnnData (.h5ad, Zarr store folders and .zarr.zip archives), MuData (.h5mu and MuData Zarr), Loom (.loom), 10x Cell Ranger HDF5 (.h5) and outs/ folders, MatrixMarket folders, and Seurat or SingleCellExperiment objects saved from R (.rds, .rda). Open one from your computer, a link, a dataset catalog or a server. The cellucid Python package (Scanpy/AnnData) and the cellucid R package (Seurat, SingleCellExperiment) prepare data for it and show data in it from a script, a Jupyter notebook or an R session.

Who it is for

Biologists and bioinformaticians who want to explore a single-cell atlas without installing anything: explore scRNA-seq atlases, query marker genes, compare embeddings side by side, visualize trajectories and RNA velocity, and build consensus community annotations.

Citing

Cellucid is free and open source under the BSD 3-Clause license. To cite it, use the reference on the Citing Cellucid page of the documentation.

Learn more

Interactive single-cell visualization

Every cell tells a story. Navigate through millions of them, uncover hidden patterns, and see your data come alive.

Learn more Guides and documentation
On the art of exploration "Not all those who wander are lost." — J.R.R. Tolkien, The Fellowship of the Ring

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      BSD 3-Clause License

      Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met:

      1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer.
      2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution.
      3. Neither the name of the copyright holder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission.

      THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

      Keyboard: W A S D orbit, pan or move depending on the navigation mode, = and - zoom in orbit and planar navigation only, R resets the camera, O P G switch between orbit, planar and free-fly navigation, and ? opens the full shortcut list.

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