Analysis methods
Educational Causal Analysis
Intervention, difference-in-differences and event-study simulations for learning and discussion.
Viva Insights · RMarkdown templates
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Browse reusable RMarkdown reports, explore working demonstrations and start from a template that fits your analysis.
Explore 13 reportsBrowse the collection
Reports for analysis,
learning and exploration.
13 report templates · 16 interactive previews
13 reports
Collaboration
Collaboration by Time of Day
Describe when collaboration occurs through the working day using person-query data.
Copilot
Copilot Consumption
Explore synthetic Copilot credit consumption and associated ways-of-working patterns.
Copilot
Copilot Usage Segments
Assign illustrative Copilot usage segments and examine their trend over time.
Employee experience
Employee Experience Report
A flexdashboard template for exploring the Employee Experience Index.
Copilot
GitHub Developer Experience
A synthetic dashboard illustrating relationships between developer experience, GitHub activity and Copilot.
Analysis methods
Information Value
Illustrate information-value calculations for candidate predictor variables.
Collaboration
Meeting Engagement Drivers
Explore illustrative factors associated with meeting engagement.
Getting started
Minimal Report
A small, practical starting point for building a standard RMarkdown report.
Analysis methods
Pairwise Chi-Square
Run pairwise association tests across categorical person attributes.
Collaboration
Right to Disconnect
A dashboard for examining collaboration outside normal working hours.
Analysis methods
Top Performers Random Forest
A training-only random-forest workflow with person-disjoint evaluation and synthetic labels.
Getting started
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- Choose a templateStart with a report that best matches the question and data you have.
- Read its guidanceCheck the expected inputs, packages and appropriate-use notes.
- Render locallyAdapt the RMarkdown source and generate your own HTML report.