What steps do data analysts take to ensure fairness when collecting data select all that apply

1) What steps do data analysts take to ensure fairness when collecting data? Select all that apply.

Ans:

• Include data self-reported by individuals
• Understand the social context
• Use an inclusive sample population

2) Avens Engineering needs more engineers, so they purchase ads on a job search website. The website’s data reveals that 86% of engineers are men. Based on that number, an analyst decides that men are more likely to be successful applicants, so they target the ads to male job seekers. What should the analyst have done instead?

Ans: Make sure their recommendation doesn’t create or reinforce bias

3) On a railway line, peak ridership occurs between 7:00 AM and 5:00 PM. The fairness of a passenger survey could be improved by over-sampling data from which group?

Ans: Nighttime Riders

4) A real estate company needs to hire a human resources assistant. The owner asks a data analyst to help them decide where to advertise the job opening. The analyst learns that the majority of human resources professionals are women, validates this finding with research, and targets ads to a women's community college. This is fair because the analyst conducted research to make sure the information about gender breakdown of human resources professionals was accurate.

Ans: False

What steps do data analysts take to ensure fairness when collecting data select?

What are some strategies to ensure your data is accurate and fair Select all that apply?

What is the primary goal of data analyst?

What process do data analysts use to recognize the current situation organize information and identify options?