Students formulate a statistical question, select a population and variable, distinguish nominal and ordinal categories, collect data fairly, clean and display it, then interpret mode, shape and spread with limitations.
A statistical investigation is a connected cycle in which the question determines the variable, method, display and defensible conclusion.
Nominal categories have no inherent order; ordinal categories have a meaningful order, such as strongly disagree to strongly agree.
Avoid claiming causation or generalising beyond the sample. Digital tools organise and display data but do not fix a biased question or sample.
Learning routine: Represent → Reason → Calculate → Interpret → Verify
Success looks like
- Construct or represent accurately
- Use correct vocabulary and notation
- Interpret relationships
- Apply to a new example
- Justify and evaluate