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Or do I need to find individual studies and obtain data the long way!

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  • $\begingroup$ Does the question read as "Is there a database of Human scRNA seq data?"? I think bgee.org contains some scRNA seq data, probably other databases too. Did you try to simply google it? $\endgroup$
    – Kamil S Jaron
    Apr 30 '20 at 13:45
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I think the most well-known scRNA dataset that is similar to GTEx in the Human Cell Atlas (https://www.humancellatlas.org). It is pretty much still ongoing but there are some preliminary data.

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