Freya is working on a project where she needs to make sense of a large dataset. What is the main goal of data manipulation in her project?

• To create visual trends without specific meaning.

• To alter dates and values randomly.

• To disrupt consistency between datasets.

• To organise and modify data to enhance its usefulness and meaning.

What is the primary goal of data cleaning in data analysis?

• To ensure data is consistent and reliable.

• To complicate the data structure.

• To expand the dataset size.

• To eliminate all data records.

What is a key advantage of using IT systems for managing project timelines?

• Increased manual oversight

• Higher operational expenses

• Restricted data sharing

• Efficient scheduling and monitoring

What is a primary benefit of utilising automated systems for data processing?

• Increased need for human oversight.

• Enhanced speed and accuracy.

• Greater expenses in data management.

• Restricted access to information.

Which data sources are crucial for establishing benchmarks in meetings?

• Project Plan

• Historical data

• Initial Project Schedules

• All answers

How should inadequate data be dealt with? (Select two answers)

• Modify the data to fit desired outcomes

• Ignore

• Collect additional data

• Validate additional data

Which data is essential for reporting project progress?

• Cost metrics

• Task completion percentages

• Timelines

• All answers

What should reports and dashboards be?

• Comprehensive

• Confusing

• Basic

• Inconsistent

When should use project logs and status updates?

• Progress Reports

• Blogging

• Newsletters

• Social media posts

In what context is user interface, integration and security important?

• When selecting project control software

• When raising orders

• When handing over to the client

• When selecting subcontractors