D467 Exploring Data with verified questions and
answeers
Which decision does an analyst make if they use existing internal data?
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Which data to use st st st
Which factor helps an analyst add context to open-access data?
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Knowing how it has been generated st st st st st
An analyst wants to visually represent some of the information included in a client report.
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Which description accurately describes a Venn diagram the analyst might include?
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A visual illustration that utilizes circles to depict relationships between accounts
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Which question should an analyst ask regarding a concern about collecting primary data?
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Is the sample representative?
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Which type of quantitative data does an analyst use?
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Purchasing amounts st
Which discrete and quantitative data does an analyst use?
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Product sales st
An analyst needs to format a data set to identify how satisfied customers are with one product
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category compared to others.
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Ranking a product as number one compared to others
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An analyst needs to describe subjective measures of characteristics in the fashion industry at a
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given moment. Which type of data should this analyst use?
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Qualitative
How should an analyst address bias in data collection?
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Recognize and manage patterns of thinking st st st st st
Why should an analyst avoid sampling bias in data collection?
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It misrepresents the population.
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, What results when an analyst applies sampling bias to data collection?
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Favors one outcome st st
How should an analyst fairly represent a population in data collection?
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Include population identifiers st st
Which data should an analyst mark as inadequate in terms of originality in collection?
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Data that rely on third-party information
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An analyst identifies that people with disabilities tend to be excluded from mainstream health
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research.What does this indicate to the analyst about the research?
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It is not a representative sample.
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What is a benefit of open data to an analyst concerned with ethics and privacy in data
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collection?
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Credible databases can be used more widely. st st st st st st
An analyst is working with an external group to collect information about customer e-commerce
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purchases on a website. The analyst is concerned about using data ethically and understands
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that personally identifiable information (PII) is data that is reasonably likely to identify a
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person.Which factor should this analyst consider?
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The names of individuals should be kept safe.
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What should an analyst consider when accessing open data to adhere to ethics and privacy
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standards in data collection?
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Consider the harm of using data st st st st st
Which example describes the principle of ownership to ethics and privacy in data collection?
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Participants can remove their data at any time. st st st st st st st
How should an analyst apply the principle of data privacy in data collection?
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By preserving a participant's right to data
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What is a consequence of an analyst working in isolation on openness policies for data collection?
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Amplifying or reinforcing unfair biases st st st st
A data analyst wants to connect a revenue table and cost table by the fields they have in common
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to create a table.What should this data analyst use to connect the two tables?
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answeers
Which decision does an analyst make if they use existing internal data?
st st st st st st st st st st st
Which data to use st st st
Which factor helps an analyst add context to open-access data?
st st st st st st st st st
Knowing how it has been generated st st st st st
An analyst wants to visually represent some of the information included in a client report.
st st st st st st st st st st st st st st
Which description accurately describes a Venn diagram the analyst might include?
st st st st st st st st st st st
A visual illustration that utilizes circles to depict relationships between accounts
st st st st st st st st st st
Which question should an analyst ask regarding a concern about collecting primary data?
st st st st st st st st st st st st
Is the sample representative?
st st st
Which type of quantitative data does an analyst use?
st st st st st st st st
Purchasing amounts st
Which discrete and quantitative data does an analyst use?
st st st st st st st st
Product sales st
An analyst needs to format a data set to identify how satisfied customers are with one product
st st st st st st st st st st st st st st st st
category compared to others.
st st st st
Ranking a product as number one compared to others
st st st st st st st st
An analyst needs to describe subjective measures of characteristics in the fashion industry at a
st st st st st st st st st st st st st st
given moment. Which type of data should this analyst use?
st st st st st st st st st st
Qualitative
How should an analyst address bias in data collection?
st st st st st st st st
Recognize and manage patterns of thinking st st st st st
Why should an analyst avoid sampling bias in data collection?
st st st st st st st st st
It misrepresents the population.
st st st
, What results when an analyst applies sampling bias to data collection?
st st st st st st st st st st
Favors one outcome st st
How should an analyst fairly represent a population in data collection?
st st st st st st st st st st
Include population identifiers st st
Which data should an analyst mark as inadequate in terms of originality in collection?
st st st st st st st st st st st st st
Data that rely on third-party information
st st st st st
An analyst identifies that people with disabilities tend to be excluded from mainstream health
st st st st st st st st st st st st st
research.What does this indicate to the analyst about the research?
st st st st st st st st st st
It is not a representative sample.
st st st st st
What is a benefit of open data to an analyst concerned with ethics and privacy in data
st st st st st st st st st st st st st st st st
collection?
st
Credible databases can be used more widely. st st st st st st
An analyst is working with an external group to collect information about customer e-commerce
st st st st st st st st st st st st st
purchases on a website. The analyst is concerned about using data ethically and understands
st st st st st st st st st st st st st st
that personally identifiable information (PII) is data that is reasonably likely to identify a
st st st st st st st st st st st st st st
person.Which factor should this analyst consider?
st st st st st st
The names of individuals should be kept safe.
st st st st st st st
What should an analyst consider when accessing open data to adhere to ethics and privacy
st st st st st st st st st st st st st st
standards in data collection?
st st st st
Consider the harm of using data st st st st st
Which example describes the principle of ownership to ethics and privacy in data collection?
st st st st st st st st st st st st st
Participants can remove their data at any time. st st st st st st st
How should an analyst apply the principle of data privacy in data collection?
st st st st st st st st st st st st
By preserving a participant's right to data
st st st st st st
What is a consequence of an analyst working in isolation on openness policies for data collection?
st st st st st st st st st st st st st st st
Amplifying or reinforcing unfair biases st st st st
A data analyst wants to connect a revenue table and cost table by the fields they have in common
st st st st st st st st st st st st st st st st st st
to create a table.What should this data analyst use to connect the two tables?
st st st st st st st st st st st st st st
