with Actual Answers 2025-2026
Updated.
Data - Answer A collection of facts
Data Analysis - Answer The collection, transformation, and organization of data in order to
draw conclusions, make predictions, and drive informed decision-making
Data Analyst - Answer Someone who collects, transforms, and organizes data in order to
help make informed decisions
Data Analytics - Answer the science of data
People analytics - Answer The practice of collecting and analyzing data on the people who
make up a company's workforce in order to gain insights to improve how the company operates.
six steps of the data analysis process - Answer Ask, Prepare, Process, Analyze, Share, Act
Ask phase - Answer Work to understand the challenge to be solved or the question to be
answered. Likely be assigned to you by stakeholders
Prepare phase - Answer Find and collect the data you'll need to answer your questions.
Identify data sources, gather data, and verify that it is accurate and useful.
Process phase - Answer Clean and organize your data. Removing any inconsistencies, filling
in missing values, changing data to a format that's easier to work with.
Analyze phase - Answer Doing the necessary data analysis to uncover answers and solutions.
Also examining trends and patterns.
Share phase - Answer When you present your findings to decision-makers through a report,
presentation, or data visualizations. You also decide which medium you want to share your
findings and select the data to include.
Act phase - Answer Putting the data insights into action. This could mean, implementing a
new business strategy, making changes to a website, or any other action that solves the initial
problem.
, Data ecosystems - Answer The various elements that interact with one another in order to
produce, manage, store, organize, analyze, and share data
Cloud - Answer A place to keep data online, rather than a computer hard drive
Data science - Answer Creating new ways of modeling and understanding the unknown by
using raw data
Data analytics - Answer the science of data
Data-driven decision making - Answer Using facts to guide business strategy
Gut instinct - Answer An intuitive understanding of something with little or no explanation
Analytical skills - Answer Qualities and characteristics associated with using facts to solve
problems
Context - Answer How you group things into categories
Technical mindset - Answer The ability to break things down into smaller steps or pieces and
work with them in an orderly and logical way
Data design - Answer how you organize information
Data strategy - Answer The management of the people, processes, and tools used in data
analysis
A strategy for achieving success
Analytical thinking - Answer The process of identifying and defining a problem, then solving
it by using data in an organized, step-by-step manner
Visualization - Answer the graphical representation of information
5 aspects of analytical thinking - Answer visualization, strategy, problem-orientation,
correlation, big-picture and detail-oriented thinking