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CompTIA Data+ Certification Exam

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Question # 1

Which of the following statistical methods requires two or more categorical variables?

Options:

A.  

Simple linear regression

B.  

Chi-squared test

C.  

Z-test

D.  

Two-sample t-test

Discussion 0
Question # 2

Which of following is a non-relational database?

Options:

A.  

Neo4j

B.  

SQLite

C.  

MySQL

D.  

PostgreSQL

Discussion 0
Question # 3

Which of the following contains alphanumeric values?

Options:

A.  

10.1Ε²

B.  

13.6

C.  

1347

D.  

A3J7

Discussion 0
Question # 4

Analytics reports should follow corporate style guidelines.

Options:

A.  

True.

B.  

False.

Discussion 0
Question # 5

Given the below:

Question # 5

Which of the following numbers represents a Type I error?

Options:

A.  

1

B.  

2

C.  

3

D.  

4

Discussion 0
Question # 6

A web developer wants to ensure that malicious users can't type SQL statements when they asked for input, like their username/userid.

Which of the following query optimization techniques would effectively prevent SQL Injection attacks?

Options:

A.  

Indexing.

B.  

Subset of records.

C.  

Temporary table in the query set.

D.  

Parametrization.

Discussion 0
Question # 7

Exhibit.

Question # 7

Which of the following logical statements results in Table B?

A)

Question # 7

B)

Question # 7

C)

Question # 7

D)

Question # 7

Options:

A.  

Option A

B.  

Option B

C.  

Option C

D.  

Option D

Discussion 0
Question # 8

Which of the following best describes the process of examining data for statistics and information about the data?

  • Cleansing

Options:

A.  

search

B.  

Profiling

C.  

Governance

Discussion 0
Question # 9

A database consists of one fact table that is composed of multiple dimensions. Depending on the dimension, each one can be represented by a denormalized table or multiple normalized tables. This structure is an example of a:

Options:

A.  

transactional schema.

B.  

star schema.

C.  

non-relational schema.

D.  

snowflake schema.

Discussion 0
Question # 10

A development company is constructing a new unit in its apartment complex. The complex has the following floor plans:

Question # 10

Using the average cost per square foot of the original floor plans, which of the following should be the price of the Rose unit?

Options:

A.  

$640,900

B.  

$690,000

C.  

$705,200

D.  

$702,500

Discussion 0
Question # 11

What role in a data governance is typically responsible for day-to-day oversight of data use?

Options:

A.  

Data processors.

B.  

Data custodians

C.  

Data owners.

D.  

Data stewards.

Discussion 0
Question # 12

Which of the following query optimization techniques involves examining only the data that is needed for a particular task?

Options:

A.  

Making a temporary table

B.  

Creating a flat file

C.  

Indexing documents

D.  

Creating an execution plan

Discussion 0
Question # 13

Jenny wants to study the academic performance of undergraduate sophomores and wants to determine the average grade point average at different points during an academic year.

What best describes the data set she needs?

Options:

A.  

Sample.

B.  

Observation.

C.  

Variable.

D.  

Population.

Discussion 0
Question # 14

An analyst is designing a dashboard to determine which site has the highest percentage of new customers. The analyst must choose an appropriate chart to include in the dashboard. The following data is available:

Question # 14

Which of the following types of charts should be considered to best display the data?

Options:

A.  

Include a bar chart using the site and the percentage of new customers data.

B.  

Include a line chart using the site and the percentage of new customers data.

C.  

Include a pie chart using the site and percentage of new custorners data.

D.  

Include a scatter chart using the site and the percent of new customers data.

Discussion 0
Question # 15

An analyst is designing a dashboard to determine which site has the highest percentage of new customers. The analyst must choose an appropriate chart to include in the dashboard. The following data is available:

Question # 15

Which of the following types of charts should be considered to BEST display the data?

Options:

A.  

Include a bar chart using the site and the percentage of new customers data.

B.  

Include a line chart using the site and the percentage of new customers data.

C.  

Include a pie chat using the site and percentage of new customers data.

D.  

Include a scatter chart using the site and the percent of new customers data.

Discussion 0
Question # 16

You are working with a dataset and want to change the names of categories that you used for different types of books.

What term best describes this action?

Options:

A.  

Recording.

B.  

Summarizing

C.  

Aggregating.

D.  

Filtering.

Discussion 0
Question # 17

A sales analyst needs to report how the sales team is performing to target. Which of the following files will be important in determining 2019 performance attainment?

Options:

A.  

2018 goal data

B.  

2018 actual revenue

C.  

2019 goal data

D.  

2019 commission plan

Discussion 0
Question # 18

Given the following graph:

Question # 18

Which of the following summary statements upholds integrity in data reporting?

Options:

A.  

Sales are approximately equal for Product A and Product B across all strategies.

B.  

Strategy 4 provides the best sales in comparison to other strategies.

C.  

While Strategy 2 does not result in the highest sales of Product D, over all products it appears to be the most effective.

D.  

Product D should be promoted more than the other products in all strategies.

Discussion 0
Question # 19

A data analyst has been asked to create a sales report that calculates the rolling 12-month average for sales. If the report will be published on November 1, 2020, which of the following months shouts the report cover?

Options:

A.  

October 1, 2019 to October 31, 2020

B.  

October 31, 2020 to November 1, 2021

C.  

November 1, 2019 to October 31, 2020

D.  

October 31, 2019 to October 31, 2020

Discussion 0
Question # 20

Which of the following are reasons to create and maintain a data dictionary? (Choose two.)

Options:

A.  

To improve data acquisition

B.  

To remember specifics about data fields

C.  

To specify user groups for databases

D.  

To provide continuity through personnel turnover

E.  

To confine breaches of PHI data

F.  

To reduce processing power requirements

Discussion 0
Question # 21

An analyst must obtain the average daily sales for the following week:

Question # 21

Which of the following must the analyst perform to obtain this value?

Options:

A.  

Data normalization

B.  

Data append

C.  

Data aggregation

D.  

Data blending

Discussion 0
Question # 22

Which of the following actions should be taken when transmitting data to mitigate the chance of a data leak occurring? (Choose two.)

Options:

A.  

Data identification

B.  

Data processing

C.  

Data Reporting

D.  

Data encryption

E.  

Data masking

F.  

Fata removal

Discussion 0
Question # 23

Which one of the following is a measure of dispersion?

Options:

A.  

Variance.

B.  

Mode.

C.  

Median.

D.  

Mean.

Discussion 0
Question # 24

Joseph is interpreting a left skewed distribution of test scores. Joe scored at the mean, Alfonso scored at the median, and gaby scored and the end of the tail.

Who had the highest score?

Options:

A.  

Joseph

B.  

Joe

C.  

Alfonso

D.  

Gaby

Discussion 0
Question # 25

An analyst has been asked to validate data quality. Which of the following are the BEST reasons to validate data for quality control purposes? (Choose two.)

Options:

A.  

Retention

B.  

Integrity

C.  

Transmission

D.  

Consistency

E.  

Encryption

F.  

Deletion

Discussion 0
Question # 26

The ACME Corporation hired an analyst to detect data quality issues in their Excel documents. Which of the following are the most common issues? (Select TWO)

Options:

A.  

Apostrophe.

B.  

Commas.

C.  

Symbols.

D.  

Duplicates.

E.  

Misspellings.

Discussion 0
Question # 27

Which of the following reports can be used when insight into operational performance is needed each Wednesday?

Options:

A.  

Static report

B.  

Tactical report

C.  

Recurring report

D.  

Ad hoc report

Discussion 0
Question # 28

Which of the following is the correct data type for text?

Options:

A.  

Boolean

B.  

String

C.  

Integer

D.  

Float

Discussion 0
Question # 29

Which one of the following values will appear first if they are sorted in descending order?

Options:

A.  

Aaron.

B.  

Molly.

C.  

Xavier.

D.  

Adam.

Discussion 0
Question # 30

Which of the following are reasons to conduct data cleansing? (Select two).

Options:

A.  

To perform web scraping

B.  

To track KPls

C.  

To improve accuracy

D.  

To review data sets

E.  

To increase the sample size

F.  

To calculate trends

Discussion 0
Question # 31

Which of the following database schemas features normalized dimension tables?

Options:

A.  

Flat

B.  

Snowflake

C.  

Hierarchical

D.  

Star

Discussion 0
Question # 32

Which of the following would be considered non-personally identifiable information?

Options:

A.  

Cell phone device name

B.  

Customer’s name

C.  

Government ID number

D.  

Telephone number

Discussion 0
Question # 33

A company's human resources department has asked a data analyst to categorize the income of all employees into five salary bands:

Question # 33

Which of the following types of functions would be the most appropriate to use?

Options:

A.  

Statistical

B.  

Aggregate

C.  

Logical

D.  

Mathematical

Discussion 0
Question # 34

Alex wants to use data from his corporate sale, CRM, and shipping systems to try and predict future sales.

Which of the following systems is the most appropriate?

Choose the best answer.

Options:

A.  

Data mart.

B.  

OLAP.

C.  

Data Warehouse.

D.  

OLTP.

Discussion 0
Question # 35

An analyst has been tracking company intranet usage and has been asked to create a chat to show the most-used/most-clicked portions of a homepage that contains more than 30 links. Which of the following visualizations would BEST illustrate this information?

Options:

A.  

Scatter plot

B.  

Heat map

C.  

Pie chart

D.  

Infographic

Discussion 0
Question # 36

Which of the following is a control measure for preventing a data breach?

Options:

A.  

Data transmission

B.  

Data attribution

C.  

Data retention

D.  

Data encryption

Discussion 0
Question # 37

A data analyst needs to calculate the mean for Q1 sales using the data set below:

Question # 37

Which of the following is the mean?

Options:

A.  

$2,466.18

B.  

$2,667.60

C.  

$3,082.72

D.  

$12,330.88

Discussion 0
Question # 38

You are working with a professional statistician to perform an analysis and would like to use a statistics package.

Which one of the following would be the most appropriate?

Options:

A.  

Rapid Miner.

B.  

QLIK.

C.  

Power BI.

D.  

Minitab.

Discussion 0
Question # 39

A company’s marketing department wants to do a promotional campaign next month. A data analyst on the team has been asked to perform customer segmentation, looking at how recently a customer bought the product, at what frequency, and at what value. Which of the following types of analysis would this practice be considered?

Options:

A.  

Prescriptive

B.  

Trend

C.  

Gap

D.  

Custer

Discussion 0
Question # 40

A database consists of one fact table that is composed of multiple dimensions. Each dimension is represented by a denormalized table. This structure is an example of a:

Options:

A.  

non-relational schema.

B.  

galaxy schema.

C.  

snowflake schema.

D.  

star schema.

Discussion 0
Question # 41

Which one of the following is a common data warehouse schema?

Options:

A.  

Snowflake.

B.  

Square.

C.  

Spiral.

D.  

Sphere.

Discussion 0
Question # 42

Which of the following value is the measure of dispersion "range" between the scores of ten students in a test.

The scores of ten students in a test are 17, 23, 30, 36, 45, 51, 58, 66, 72, 77.

Options:

A.  

90

B.  

60

C.  

70

D.  

80

Discussion 0
Question # 43

Which of the following is an example of a data-mining ETL tool?

Options:

A.  

SSIS

B.  

Stata

C.  

SPSS

D.  

Cognos

Discussion 0
Question # 44

An analyst needs to provide a chart to identify the composition between the categories of the survey response data set:

Question # 44

Which of the following charts would be BEST to use?

Options:

A.  

Histogram

B.  

Pie

C.  

Line

D.  

Scatter pot

E.  

Waterfall

Discussion 0
Question # 45

You would like to measure how well an organization is achieving its goals.

What type of analysis should you perform?

Options:

A.  

Performance analysis.

B.  

Outlier analysis.

C.  

Predictive analysis.

D.  

Trend analysis.

Discussion 0
Question # 46

After completing web scraping, which of the following file formats needs to be parsed?

Options:

A.  

.html

B.  

.txt

C.  

.csv

D.  

.tsv

Discussion 0
Question # 47

A data analyst needs to create a data visualization that aids in un the cumulative impact of sequentially introduced values that are positive or negative. Which of the following

data visualization methods should the analyst use?

Options:

A.  

A bubble chart

B.  

A waterfall chart

C.  

A scatter plot

D.  

A line chart

Discussion 0
Question # 48

Which of the following is an example of PII?

Options:

A.  

Age

B.  

Name

C.  

Ethnicity

D.  

Gender

Discussion 0
Question # 49

A data analyst is asked to create a sales report for the second-quarter 2020 board meeting, which will include a review of the business’s performance through the second quarter. The board meeting will be held on July 15, 2020, after the numbers are finalized. Which of the following report types should the data analyst create?

Options:

A.  

Static

B.  

Real-time

C.  

Self-service

D.  

Dynamic

Discussion 0
Question # 50

Encryption is a mechanism for protecting data.

When should encryption be applied to data?

Choose the best answer.

Options:

A.  

When data is at rest.

B.  

When data is at rest or in transit.

C.  

When data is in transit.

D.  

When data is at rest, unless you are using local storage.

Discussion 0
Question # 51

A data analyst has been asked to create an ad-hoc sales report for the Chief Executive Officer (CEO).

Which of the following should be included in the report?

Options:

A.  

The sales representatives' home addresses.

B.  

Line-item SKU numbers.

C.  

YTD total sales.

D.  

The customers' first and last names.

Discussion 0
Question # 52

Which of the following BEST describes standard deviation?

Options:

A.  

A measure that is used to establish a relationship between two variables

B.  

A measure of how data is distributed

C.  

A measure of the amount of dispersion of a set of values

D.  

A measure that is used to find the significant difference between variables

Discussion 0
Question # 53

Given the table below:

Question # 53

Which of the following boxes indicates that a Type Il error has occurred?

Options:

A.  

1

B.  

2

C.  

3

D.  

4

Discussion 0
Question # 54

Which of the following will MOST likely be streamed live?

Options:

A.  

Machine data

B.  

Key-value pairs

C.  

Delimited rows

D.  

Flat files

Discussion 0
Question # 55

Which of the following would a data analyst look for first if 100% participation is needed on survey results?

Options:

A.  

Missing data

B.  

Invalid data

C.  

Redundant data

D.  

Duplicate data

Discussion 0
Question # 56

Which of the following is the correct data type for text?

Options:

A.  

Boolean

B.  

String

C.  

Integer

D.  

Float

Discussion 0
Question # 57

Which of the following would be used to store unstructured data from different sources?

Options:

A.  

A data lake

B.  

A database management system

C.  

A database

D.  

A data warehouse

Discussion 0
Question # 58

‘Which of the following is the BEST reason to use database views instead of tables?

Options:

A.  

Views reduce the need for repetitive, complex data joins.

B.  

Views allow for the storage of temporary data. whereas tables do not.

C.  

Views allow for the joining of multiple data sources, whereas tables do not.

D.  

Views can be used to restrict sensitive information.

Discussion 0
Question # 59

Which of the following data cleansing issues will be fixed when a DISTINCT function is applied?

Options:

A.  

Missing data

B.  

Duplicate data

C.  

Redundant data

D.  

Invalid data

Discussion 0
Question # 60

An analyst is currently working on a ticket for revamping a company-wide dashboard that has been in use for five years. Which of the following should be the first step in the development process?

Options:

A.  

Talk to the group that made the request to determine the desired goal.

B.  

Make changes to a frequently used report that is already in production.

C.  

Build an additional dashboard with fewer views that are tailored toward each specific team.

D.  

Develop a more streanMined dashboard to roll out by the next delivery date.

Discussion 0
Question # 61

Which of the following best describes a business analytics tool with interactive visualization and business capabilities and an interface that is simple enough for end users to create their own reports and dashboards?

  • Python

Options:

A.  

R

B.  

Microsoft Power Bl

C.  

SAS

Discussion 0
Question # 62

Which of the following variable name formats would be problematic if used in the majority of data software programs?

Options:

A.  

First_Name_

B.  

FirstName

C.  

First_Name

D.  

First Name

Discussion 0
Question # 63

Which of the following best describes an exploratory analysis?

Options:

A.  

Involves the use of descriptive statistics to understand observations

B.  

Involves analysis of exploring data sets for performance tracking

C.  

Involves the testing of specific hypotheses

D.  

Involves the use of arithmetic algebra to determine the distribution

Discussion 0
Question # 64

Which of the following describes the method of sampling in which elements of data are selected randomly from each of the small subgroups within a population?

Options:

A.  

Simple random

B.  

Cluster

C.  

Systematic

D.  

Stratified

Discussion 0
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