Locate the earlier experiment
Find the analytical run relevant to the question and inspect the recorded workflow associated with that stage of the research.
Scientist / Collaborative research
Keep the reasoning behind each experimental revision.
Scientist keeps a record of workflow changes and analytical runs. Researchers can follow how an investigation developed and distinguish the workflow used for an earlier experiment from the version they are examining now.
Versioned experimentsScientist
Review the experiment history for the renewal analysis before revising its missing-value treatment.
In the workspace
Earlier workflow
Account preparation · Exclude incomplete records
Revised workflow
Account preparation · Explicit missing-value category
Run context
Inspect the workflow associated with each analytical run
Connect an experimental run to the workflow choices behind it.
How it works in Scientist
The researcher can identify which preparation approach belongs to each run and explain the methodological change when discussing the analysis with collaborators.
Examine the methodological change
Review where the missing-value treatment changed and consider how that choice affects the population being analyzed.
Continue with a clear reference
Use the experiment record to frame the next revision and keep the distinction between earlier and current approaches understandable to the team.
Bring Scientist to your team.
Explore versioned experiments around your company’s workflows.