A data analyst collects, cleans, and interprets data sets to answer a question or solve a problem. They work in many industries, including business, finance, criminal justice, science, medicine, and government.
What kind of customers should a business target in its next ad campaign? What age group is most vulnerable to a particular disease? What patterns in behaviour are connected to financial fraud?
You might be pressed to answer these questions as a data analyst. Read on to learn more about what a data analyst is, what skills you'll need, and how to start on a path to becoming one.
Data analysis is the process of gleaning insights from data to inform better business decisions. Analysing data typically moves through five iterative phases:
Identify the data you want to analyse
Collect the data
Clean the data in preparation for analysis
Analyse the data
Interpret the results of the analysis
Data analysis can take different forms, depending on the question you’re trying to answer. Briefly, descriptive analysis tells us what happened; diagnostic analysis tells us why it happened; predictive analytics forms projections about the future; and prescriptive analysis creates actionable advice on what actions to take.