Data Analytics Exam Questions and Answers, Exams of Data Acquisition

A series of questions and answers related to data analytics. It covers topics such as cookies, types of malware, data analytics projects, customer data, data values in a dataset, types of data (continuous, discrete, ordinal, nominal), unstructured data, data models, structured databases, data types, long data, unbiased sampling, bias, reliable data sources, data ethics, transaction transparency, data anonymization, consent, and open data. It is useful for students and professionals looking to test their knowledge or prepare for exams in data analytics.

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2025/2026

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D467 |\- |\Exploring |\Data |\EXAM |\WITH |\
ANSWERS
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 |\- |\CORRECT |\
ANSWERS |\✔✔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 |\- |\CORRECT |\ANSWERS |\✔✔first-party
A |\grocery |\store |\chain |\purchases |\customer |\data |\from |\a |\credit |\card
|\company. |\The |\grocer |\uses |\this |\data |\to |\identify |\its |\most |\loyal |\
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D467 |- |\Exploring |\Data |\EXAM |\WITH |\

ANSWERS

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 |- |\CORRECT |
ANSWERS |\✔✔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 |- |\CORRECT |\ANSWERS |\✔✔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 |- |\CORRECT |\ANSWERS |\✔✔Second-party In |\data |\analytics, |\what |\term |\refers |\to |\all |\possible |\data |\values |\in |\a |\dataset? Source Representation Population Sample |- |\CORRECT |\ANSWERS |\✔✔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 |- |\CORRECT |\ANSWERS |\✔✔Discrete Ordinal

Fill |\in |\the |\blank: |\A |\data |\model |\is |\used |\to |\organize |_____ |\and |\how |
they |\relate |\to |\one |\another. |
data |\visualizations database |\structures data |\elements spreadsheet |\fields |- |\CORRECT |\ANSWERS |\✔✔data |\elements When |\discussing |\structured |\databases, |\data |\analysts |\refer |\to |\the |
data |\contained |\in |\a |\row |\as |\a |\record. |\How |\do |\they |\refer |\to |\the |
data |\contained |\in |\a |\column? Field Subject Character Point |- |\CORRECT |\ANSWERS |\✔✔Field Fill |\in |\the |\blank: |\A |\data |\type |\is |\a |\specific |\kind |\of |\data |_____ |\that |
tells |\what |\kind |\of |\value |\the |\data |\is. |
attribute frame model point |- |\CORRECT |\ANSWERS |\✔✔attribute

What |\are |\the |\key |\characteristics |\of |\a |\text, |\or |\string, |\data |\type? |
Select |\all |\that |\apply. Contains |\textual |\information Only |\two |\possible |\values Sequence |\of |\characters |\and |\punctuation Has |\numerical |\percentages |- |\CORRECT |\ANSWERS |\✔✔Contains |
textual |\information |
Sequence |\of |\characters |\and |\punctuation In |\a |\data |\table, |\where |\are |\fields |\contained? Rows Columns Favorites Charts |- |\CORRECT |\ANSWERS |\✔✔Columns When |\using |\long |\data, |\each |\subject |\has |\data |\in |\multiple |\rows. |
This |\is |\because |\each |\row |\represents |\what? |
Data |\in |\different |\formats True |\or |\false |\data |\points One |\observation |\per |\subject

A |\clinical |\study |\includes |\three |\times |\more |\men |\than |\women. |
A |\survey |\of |\students |\does |\not |\include |\homeschooled |\students. An |\election |\poll |\only |\interviews |\people |\with |\college |\degrees. |- |
CORRECT |\ANSWERS |\✔✔A |\clinical |\study |\includes |\three |\times |\more |\men |\than |\women. |
A |\survey |\of |\students |\does |\not |\include |\homeschooled |\students. An |\election |\poll |\only |\interviews |\people |\with |\college |\degrees. What |\is |\the |\term |\for |\the |\tendency |\to |\search |\for |\or |\interpret |
information |\in |\a |\way |\that |\validates |\pre-existing |\beliefs? Sampling |\bias Confirmation |\bias Observer |\bias Interpretation |\bias |- |\CORRECT |\ANSWERS |\✔✔Confirmation |\bias Which |\of |\the |\following |\terms |\are |\also |\ways |\of |\describing |\observer |\bias? |\Select |\all |\that |\apply. |
Perception |\bias Research |\bias Spectator |\bias Experimenter |\bias |- |\CORRECT |\ANSWERS |\✔✔Research |\bias Spectator |\bias Experimenter |\bias

Fill |\in |\the |\blank: |\Data |\is |\considered |_____ |\when |\it |\is |\accurate, |
complete, |\and |\unbiased |\information |\that |\has |\been |\vetted |\and |
proven |\fit |\for |\use. |
original current comprehensive reliable |- |\CORRECT |\ANSWERS |\✔✔reliable Which |\of |\the |\following |\are |\usually |\good |\data |\sources? |\Select |\all |
that |\apply. Vetted |\public |\datasets |
Social |\media |\sites |
Governmental |\agency |\data Academic |\papers |- |\CORRECT |\ANSWERS |\✔✔Vetted |\public |\datasets |
Governmental |\agency |\data Academic |\papers To |\determine |\if |\a |\data |\source |\is |\cited, |\ask |\which |\of |\the |\following |
questions? |\Select |\all |\that |\apply. When |\was |\this |\data |\last |\refreshed? Who |\created |\this |\dataset?

founded |\standards |\of |\right |\and |\wrong |\that |\dictate |\how |\data |\is |
collected, |\shared, |\and |\used What |\concept |\states |\that |\all |\data-processing |\activities |\and |
algorithms |\should |\be |\completely |\explainable |\and |\understood |\by |
the |\individual |\who |\provides |\their |\data? Ownership Currency Privacy Transaction |\transparency |- |\CORRECT |\ANSWERS |\✔✔Transaction |
transparency A |\data |\analyst |\removes |\personally |\identifying |\information |\from |\a |
dataset. |\What |\task |\are |\they |\performing? Data |\anonymization Data |\sorting |
Data |\collection |
Data |\visualization |- |\CORRECT |\ANSWERS |\✔✔Data |\anonymization Before |\completing |\a |\survey, |\an |\individual |\acknowledges |\reading |
information |\about |\how |\and |\why |\the |\data |\they |\provide |\will |\be |
used. |\What |\is |\this |\concept |\called? Privacy |\

Discretion |
Currency |
Consent |- |\CORRECT |\ANSWERS |\✔✔Consent Fill |\in |\the |\blank: |\Openness |\refers |\to |_____ |\access, |\usage, |\and |
sharing |\of |\data. protected limited free disclosed |- |\CORRECT |\ANSWERS |\✔✔free What |\is |\the |\preferred |\method |\for |\open |\data |\to |\be |\made |
available? A |\convenient |\and |\modifiable |\internet |\download A |\secure |\password-protected |\file A |\compressed |\file |\format |\that |\keeps |\file |\size |\small A |\print |\copy |\that |\is |\easily |\shared |\by |\anyone |- |\CORRECT |
ANSWERS |\✔✔A |\convenient |\and |\modifiable |\internet |\download What |\are |\the |\main |\benefits |\of |\open |\data? |\Select |\all |\that |\apply. Combines |\data |\from |\different |\fields |\of |\knowledge Good |\data |\is |\more |\widely |\available

A |\data |\professional |\working |\on |\a |\project |\about |\commuters |
researches |\the |\origin |\of |\a |\dataset |\to |\confirm |\it |\was |\created |\by |\a |
reputable |\source, |\such |\as |\a |\government |\transportation |\agency. |
Which |\aspect |\of |\good |\data |\are |\they |\prioritizing? Original Comprehensive Cited Reliable |- |\CORRECT |\ANSWERS |\✔✔Cited A |\hospital |\system |\wants |\to |\protect |\the |\personally |\identifiable |
information |\of |\its |\patients, |\such |\as |\names |\and |\medical |\records. |
They |\ask |\their |\data |\team |\to |\anonymize |\the |\data. |\What |
techniques |\might |\they |\use |\to |\achieve |\this |\goal? Hashing |
Masking |
Sorting Blanking |- |\CORRECT |\ANSWERS |\✔✔Masking |
Blanking A |\manager |\in |\charge |\of |\selling |\a |\particular |\product |\interprets |\any |\ambiguous |\customer |\feedback |\about |\the |\product |\as |\being |
positive. |\What |\type |\of |\bias |\does |\this |\represent? Confirmation |
Sampling |\

Interpretation |
Observer |- |\CORRECT |\ANSWERS |\✔✔Confirmation Which |\data |\ethics |\principle |\gives |\an |\individual |\the |\right |\to |\know |
why |\their |\data |\is |\collected |\and |\how |\long |\it |\will |\be |\stored? |
Consent |
Anonymization Credibility |
Privacy |- |\CORRECT |\ANSWERS |\✔✔Consent A |\university |\surveys |\its |\student-athletes |\about |\their |\experience |
in |\college |\sports. |\The |\survey |\only |\includes |\student-athletes |\with |
scholarships. |\What |\type |\of |\bias |\does |\this |\scenario |\describe? Sampling |
Observer Interpretation Confirmation |- |\CORRECT |\ANSWERS |\✔✔Sampling Fill |\in |\the |\blank: |\The |\data |\ethics |\principle |\of |\transaction |
transparency |\states |\that |\an |\individual |\has |\the |\right |\to |
understand |\all |\of |\the |_____ |\and |\algorithms |\used |\on |\their |\data. free |\access |
data-processing |\activities |\

Confirmation |
Interpretation Sampling |
Observer |- |\CORRECT |\ANSWERS |\✔✔Sampling Fill |\in |\the |\blank: |\The |\data |\ethics |\principle |\of |_____ |\states |\that |\an |
individual |\has |\the |\right |\to |\understand |\all |\of |\the |\data-processing |
activities |\and |\algorithms |\used |\on |\their |\data. transaction |\transparency |
consent |
ownership |
currency |- |\CORRECT |\ANSWERS |\✔✔transaction |\transparency A |\financial |\institution |\publishes |\data |\about |\stock |\prices |\and |
market |\trends, |\which |\any |\business, |\nonprofit, |\or |\citizen |\can |
access, |\reuse, |\or |\redistribute |\through |\its |\online |\databases. |\What |
type |\of |\data |\is |\described |\in |\this |\scenario? Open |
Allowable |
Free |
Closed |- |\CORRECT |\ANSWERS |\✔✔Open Fill |\in |\the |\blank: |\A |\relational |\database |\contains |\a |\series |\of |_____ |
that |\can |\be |\connected |\to |\form |\relationships.

tables cells fields spreadsheets |- |\CORRECT |\ANSWERS |\✔✔tables What |\is |\the |\term |\for |\an |\identifier |\that |\references |\a |\database |
column |\in |\which |\each |\value |\is |\unique? Field Relation Primary |\key Foreign |\key |- |\CORRECT |\ANSWERS |\✔✔Primary |\key What |\process |\do |\data |\professionals |\use |\to |\eliminate |\data |
redundancy, |\increase |\data |\integrity, |\and |\reduce |\complexity |\in |\a |
database? Composition Normalization Manipulation Iteration |- |\CORRECT |\ANSWERS |\✔✔Normalization Fill |\in |\the |\blank: |\When |\using |\a |\relational |\database, |\data |\analysts |
write |_____ |\to |\request |\data |\from |\the |\related |\tables. |\

An |\international |\nonprofit |\organization |\wants |\to |\merge |\third- party |\data |\with |\its |\own |\data. |\Which |\of |\the |\following |\actions |\will |
help |\make |\this |\process |\successful? |\Select |\all |\that |\apply. Use |\metadata |\to |\standardize |\the |\datasets. Replace |\the |\incoming |\data's |\metadata |\with |\its |\own |\company |
metadata. Use |\metadata |\to |\evaluate |\the |\third-party |\data's |\quality |\and |
credibility. Alter |\the |\internal |\metadata |\to |\more |\closely |\reflect |\the |\incoming |
metadata. |- |\CORRECT |\ANSWERS |\✔✔Use |\metadata |\to |\standardize |\the |\datasets Use |\metadata |\to |\evaluate |\the |\third-party |\data's |\quality |\and |
credibility Fill |\in |\the |\blank: |\Data |_____ |\is |\a |\process |\data |\professionals |\use |\to |
ensure |\the |\formal |\management |\of |\their |\organization's |\data |
assets. |
sourcing governance organization storage |- |\CORRECT |\ANSWERS |\✔✔governance What |\are |\some |\key |\benefits |\of |\open-data |\initiatives? |\Select |\all |
that |\apply.

Limit |\opportunities |\for |\collaboration Make |\government |\activities |\more |\transparent Support |\innovation |\and |\economic |\growth Help |\educate |\citizens |\about |\important |\issues |- |\CORRECT |
ANSWERS |\✔✔Make |\government |\activities |\more |\transparent Support |\innovation |\and |\economic |\growth Help |\educate |\citizens |\about |\important |\issues What |\type |\of |\file |\saves |\data |\in |\a |\table |\format? Calculated |\spreadsheet |\values |(.csv) Comma-separated |\values |(.csv) Cell-structured |\variables |(.csv) Compatible |\scientific |\variables |(.csv) |- |\CORRECT |\ANSWERS |
✔✔Comma-separated |\values |(.csv) Bringing |\data |\from |\a |.csv |\file |\into |\a |\spreadsheet |\is |\an |\example |\of |\what |\process? Filing |\data Importing |\data Editing |\data Normalizing |\data |- |\CORRECT |\ANSWERS |\✔✔Importing |\data