It varies by field. Some have standard repositories for data to go in - all RNA seq experiments get their raw data uploaded to GEO or similar, for example. But

It varies by field. Some have standard repositories for data to go in - all RNA seq experiments get their raw data uploaded to GEO or similar, for example. But they usually don't specify their pipeline sufficiently precisely to be able to recreate the exact analysis done.