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Tabula Sapiens Dataset for Machine Learning

Install DagsHub:

pip install dagshub
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To stream this data directly on DagsHub

from dagshub.streaming import DagsHubFilesystem

fs = DagsHubFilesystem(".", repo_url="https://dagshub.com/DagsHub-Datasets/tabula-sapiens-dataset")

fs.listdir("s3://czb-tabula-sapiens")
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Description

Tabula Sapiens will be a benchmark, first-draft human cell atlas of two million cells from 25 organs of eight normal human subjects. Taking the organs from the same individual controls for genetic background, age, environment, and epigenetic effects, and allows detailed analysis and comparison of cell types that are shared between tissues. Our work creates a detailed portrait of cell types as well as their distribution and variation in gene expression across tissues and within the endothelial, epithelial, stromal and immune compartments. A critical factor in the Tabula projects is our large collaborative network of PI’s with deep expertise at preparation of diverse organs, enabling all organs from a subject to be successfully processed within a single day. Tabula Sapiens leverages our network of human tissue experts and a close collaboration with a Donor Network West, a not-for-profit organ procurement organization. We use their experience to balance and assign cell types from each tissue compartment and optimally mix high-quality plate-seq data and high-volume droplet-based data to provide a broad and deep benchmark atlas. Our goal is to make sequence data rapidly and broadly available to the scientific community as a community resource. Before you use our data, please take note of our Data Release Policy below.

Data Release Policy

Our goal is to make sequence data rapidly and broadly available to the scientific community as a community resource. It is our intention to publish the work of this project in a timely fashion, and we welcome collaborative interaction on the project and analyses. However, considerable investment was made in generating these data and we ask that you respect rights of first publication and acknowledgment as outlined in the Toronto agreement. By accessing these data, you agree not to publish any articles containing analyses of genes, cell types or transcriptomic data on a whole atlas or tissue scale prior to initial publication by the Tabula Sapiens Consortium and its collaborating scientists. If you wish to make use of restricted data for publication or are interested in collaborating on the analyses of these data, please use email or contact form available from the portal. Redistribution of these data should include the full text of the data use policy.

Additional information

Update frequency

This is the first version of the dataset and it will be updated once per month until project completion.

Related datasets

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Allen Cell Imaging Collections

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Cancer Cell Line Encyclopedia (CCLE)

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