Statistics · Guided Practice
Classifying Data
8 questions with answers and video solutions. Try each one before revealing the answer.
State the type of data this is.
Answer
The makes are names with no natural order.
State the type of data this is.
Answer
It is a count, so only whole numbers are possible.
State the type of data this is.
Answer
Mass can take any value in a range and is measured, not counted.
State the type of data this is.
Answer
The responses are categories, but they have a natural order.
(a) The type of milk used (oat, soya, dairy).
(b) The temperature of the drink, in degrees Celsius.
(c) The number of items in the order.
(d) The size of the drink (small, regular, large).
Classify each type of data.
Answer
(b) Continuous numerical
(c) Discrete numerical
(d) Ordinal categorical
Answer
Continuous data can take any value within a range because it is measured, for example height or time.
State which of these is ordinal categorical, and justify your answer.
Answer
Low, medium and high are categories rather than numbers, but they have a clear order from least to most.
An online survey is sent out by email to people on the electoral register who live in Renfrewshire.
The aim of the survey is to determine which political party people intend to vote for in an upcoming election.
The survey asks participants to answer the following questions:
- State your age in years.
- State your gender. Please select from: male, female, non-binary, other, prefer not to say.
- Which political party do you intend to vote for in the upcoming election?
- Did you vote in the last election? Please select from: yes, no, don't know, prefer not to say.
- If yes, state which political party you did vote for in the last election.
(a) State the type of data that best describes:
(i) age
(ii) gender.
The results of the online survey are to be used to predict the outcome of an upcoming national election.
(b) Give two reasons why these results do not provide a representative sample of the national population to allow the prediction to be accurate.
Answer
(a)(i) Discrete numerical or discrete quantitative.
(a)(ii) (Nominal) categorical or qualitative.
(b) E.g., it is a local survey and not a national survey; not all voters will be able to access the survey online; people could vote multiple times online; invite goes into junk mail.