MD · Synthetic teaching example
Documented Analysis Example for Synthetic Teaching Data
A self-contained, reproducible walkthrough of importing the companion fictional dataset and calculating descriptive summaries with Python’s standard library.
Download the MDWhen to use it
Read alongside the synthetic CSV to see how a data dictionary, summary statistics and transparent limitations can be recorded. Run the included code only as a teaching exercise, then adapt methods to your approved question and data.
What’s inside
- Variable dictionary and data provenance statement
- Runnable standard-library Python example
- Reproducible descriptive output
- Interpretation limits and reporting checklist
Further guidance
Sources behind the prompts
This resource is original. These sources provide fuller guidance on its methods and use; follow your discipline’s conventions and verify local instructions.
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