Choose the right analytical view
Present renewal activity with the cohort and observation period clearly labeled. Use a comparison supported by the prepared population.
Scientist · Visualizations & reports
Make the finding inspectable—not just presentable.
Communicate research through visualizations and reports with linked evidence. Scientist helps teams explain what was examined, how the workflow shaped the result and where a reader can review the supporting analysis.
Visualizations & reports
Prepare a renewal cohort research report
Create a report that explains the cohort comparison and links the supporting analysis for review.
Visual view
Renewal activity by cohort and observation period
Analytical context
Eligibility definition · Preparation choices
Supporting evidence
Linked cohort workflow and research notes
Connect the visual explanation to the analysis that supports it.
Follow the investigation
A concrete path through the research.
A cohort chart can make groups look comparable even when their observation periods differ. The report needs the eligibility definition and preparation context—not a confident conclusion unsupported by the research design.
Explain what shaped the result
Describe eligibility, missing-value treatment and relevant exclusions. Separate an observed pattern from a causal explanation that still needs investigation.
Connect the reader to the work
Link the supporting workflow and research material. State limitations and the next analytical question so collaborators can continue from the evidence.
What to examine
Put the analytical choices in view.
The useful output is not just a completed run. It is an analysis whose inputs, assumptions and limits another researcher can question.
Readable comparison
Labels, population and time window agree with the actual analysis.
Supported statement
Each conclusion is proportionate to the evidence and research design.
Useful next step
Readers can inspect the work, challenge an assumption or request a follow-up.
Scientist in the DO Stack
Take the research to the right next owner.
Coworker can help teams use company knowledge around a research brief. Decide which reviewed findings and limitations should enter that context, and confirm how the report and its evidence will be made available.
What should we validate for implementation?
Validate supported visualization types, report formats, evidence-link behavior and sharing permissions. Linked evidence does not automatically verify every statement or guarantee that every reader has source access.
What should the team bring to a first discussion?
Bring one research question, its source requirements, a relevant workflow and the review criteria. Confirm available capabilities, access and operating requirements before using sensitive material or applying a finding operationally.
Start with a question worth investigating.
Bring the question, the available data and the people who understand it. We’ll work through the analytical path, the review points and the implementation requirements.