Connect the relevant sources
Bring in the account and subscription records needed to address the research question and inspect the fields available for linking them.
Scientist / Data & AI
Shape the data around the question.
Scientist connects sources and transforms data for investigation. Researchers can make preparation part of the analytical workflow, keeping decisions about record selection and derived fields visible to the collaborators who will interpret the resulting analysis.
Data preparationScientist
Prepare account and subscription data for a renewal study, with explicit handling of paused subscriptions and missing dates.
In the workspace
Source data
Account records · Subscription activity
Preparation choices
Align date fields · Review missing renewal dates
Research dataset
Eligible subscriptions with documented cohort fields
Make the preparation choices part of the research workflow.
How it works in Scientist
The team has an analytical dataset whose eligibility rules and derived fields can be examined before any group comparison is treated as meaningful.
Apply explicit transformations
Align the date representation and define how paused subscriptions or incomplete records should enter the prepared dataset.
Inspect the research input
Review the transformed records with collaborators and confirm that the cohort fields reflect the population the study intends to examine.
Bring Scientist to your team.
Explore data preparation around your company’s workflows.