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Exam (elaborations)

D467 Exploring Data – 60+ Verified Exam Questions with Answers | Data Types, Ethics, SQL & Metadata | 2025/2026

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This comprehensive exam guide for D467 – Exploring Data (2025/2026) features 60+ accurately answered questions, all previously graded with an A+ result. The content is structured to help students grasp foundational and advanced data analysis concepts across multiple domains, including data types, privacy, ethics, governance, bias, SQL, metadata, spreadsheets, and data modeling. Key subject areas include: Types of Data: Qualitative vs. quantitative, structured vs. unstructured, continuous, discrete, ordinal, and nominal Data Sources & Ownership: First-, second-, and third-party data, internal vs. external sources Data Ethics & Privacy: Consent, anonymization, ownership, transaction transparency, open data policies Metadata & Databases: Primary/foreign keys, relational structure, normalization, administrative and descriptive metadata SQL & Spreadsheet Tools: SELECT, WHERE, CONCAT, FILTER, PIVOT TABLE, IMPORTRANGE, and file organization practices Bias & Sampling: Confirmation bias, sampling bias, observer bias, data verification File Management: Naming conventions, foldering, version control, and hierarchy Each question is paired with a clear, verified answer—ideal for independent study, exam preparation, or tutoring support. Whether you're a data science student or a business analyst in training, this document will help reinforce crucial exam-ready concepts. This resource is suitable for: Undergraduate and graduate students in data analytics, computer science, information systems, statistics, and business intelligence Learners preparing for Western Governors University (WGU) assessments Professionals seeking a refresher in data governance, SQL fundamentals, or metadata concepts Keywords: data analytics, D467, structured data, unstructured data, data ethics, metadata, data privacy, SQL basics, primary key, foreign key, data types, relational database, consent, bias, open data, data governance, normalization, spreadsheet tools, Excel filtering, query statements, PIVOT, IMPORTRANGE, foldering, hierarchy, sampling bias, confirmation bias

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Uploaded on
November 18, 2025
Number of pages
61
Written in
2025/2026
Type
Exam (elaborations)
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Questions & answers

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D467 - Exploring Data 2025/2026 Exam
Questions and Verified Answers |
Already Graded A+



What are cookies?




Types of malware that can damage computers

Small files stored on computers that contain information about users

Programs that enable users to access websites

Pieces of code that store information about a website - 🧠ANSWER

✔✔Small files stored on computers that contain information about users


Fill in the blank: For data analytics projects, _____ data is typically

preferred because users know it originated within the organization.

,second-party

third-party

multi-party


first-party - 🧠ANSWER ✔✔first-party


A grocery store chain purchases customer data from a credit card

company. The grocer uses this data to identify its most loyal customers and

offer them special promotions and discounts. What type of data is being

used in this scenario?




First-party

Multi-party

Third-party


Second-party - 🧠ANSWER ✔✔Second-party


In data analytics, what term refers to all possible data values in a dataset?




Source

,Representation

Population


Sample - 🧠ANSWER ✔✔Population


An entertainment website displays a star rating for a movie based on user

reviews. Users can select from one to five whole stars to rate the movie.

The star rating is an example of what type of data? Select all that apply.




Continuous

Discrete

Ordinal


Nominal - 🧠ANSWER ✔✔Discrete


Ordinal

What type of data is the height of a skyscraper?




Discrete

Qualitative



3
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STATEMENT. ALL RIGHTS RESERVED

, Nominal


Continuous - 🧠ANSWER ✔✔Continuous


In data analytics, what is the term for data that is generated from, and lives,

outside of an organization?




Peripheral

Outer

Internal


External - 🧠ANSWER ✔✔External


What are the key characteristics of unstructured data? Select all that apply.




Fits neatly into rows and columns

Unorganized

May have an internal structure


Clearly identifiable construction - 🧠ANSWER ✔✔Unorganized


May have an internal structure

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