Part 3: Checking Financial Data Accuracy Questions 21 and 22 Choose TWO letters, A–E. Which TWO checks do the speakers think are most important? A checking totals against bank statements B removing all refunds C confirming dates match invoices D changing the currency E ignoring small errors Questions 23–27 Which comment do the speakers make […]

Part 2: Protected Sand Dune Access Route Questions 11–14 Choose the correct letter, A, B or C. 11 The access route was changed mainly to A protect plants B shorten the walk C create new parking 12 The boardwalk is made from A metal B recycled plastic C untreated wood 13 Visitors must not A […]

Part 3: Enhancing Data Reliability Questions 21 and 22 Choose TWO letters, A–E. Which TWO methods do the students agree are most useful for improving data reliability? A collecting more data B checking data entry rules C removing unusual values D using the same measurement tool E changing the research question Questions 23–27 Choose FIVE […]

Part 2: Managing Coastal Risk Zones Questions 11–14 Choose the correct letter, A, B or C. 11 The main reason for creating Coastal Risk Zones is to A protect fishing jobs B reduce damage from storms C increase tourism 12 The speaker says new buildings are A permitted everywhere with insurance B banned in Zone […]

Part 3: Deciding On Outliers Questions 21 and 22 Choose TWO letters, A–E. Which TWO opinions about removing outliers do the students express? It should be done only after checking data quality and context. B. It always improves model accuracy. C. It can hide real but rare events that matter. D. It is unethical in […]

Part 3: Handling Missing Values Questions 21 and 22 Choose TWO letters, A–E. Which TWO opinions about deleting rows with missing values do the students express? It is only suitable for small datasets. B. It can distort results if the missingness is not random. C. It is the most transparent method for beginners. D. It […]

Part 3: Project Plan Meeting Questions 21–26 Choose the correct letter, A, B or C. 21 What did Miles say was the problem with the room? A It was too small. B It was noisy. C It was too cold. 22 What was the supervisor’s other main comment about their categories? A They were too […]

Part 2: Pantry Induction Questions 11–13 Choose the correct letter, A, B or C. 11 What is the main purpose of today’s talk? A to explain pantry work and rules B to recruit people for a charity run C to describe the pantry’s history 12 How often can a household visit the pantry? A once […]