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C_SAC_2415: SAP Analytics Cloud - Data Analyst -
Full
You got 47 of 59 possible points.
Your score was: 80 %
Question Results
Question:
When optimizing a model in SAP Analytics Cloud, which of the following actions
can improve performance?
Please choose the correct answer.
Response:
Creating complex calculated dimensions
Using flat hierarchies
Increasing the number of calculated columns
Adding more rows to the dataset
Question:
In a scenario where a company is integrating their sales forecast into their
financial plan, which three functionalities should be used to ensure accurate data
reflection and alignment?
There are 3 correct answers to this question.
Response:
Version comparison
Commenting
Currency translation
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Data actions
Collaborative enterprise planning
Question:
What feature in SAP Analytics Cloud allows you to create different versions of a
plan or forecast for comparison purposes?
Please choose the correct answer.
Response:
Version Management
Advanced Formulas
Value Driver Trees
Data Actions
Question:
Why is data preparation important in SAP Analytics Cloud?
Please choose the correct answer.
Response:
It enhances graphical user interface design.
It optimizes network speed.
It increases social media engagement.
It ensures data accuracy and relevancy.
Question:
Which of the following best describes the Planning functionality in SAP Analytics
Cloud?
Please choose the correct answer.
Response:
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Working with planning models and stories
Facilitating real-time communication
Managing payroll systems
Enhancing software development processes
Question:
An analyst is tasked with creating a comprehensive model in SAP Analytics Cloud
to analyze customer behavior patterns. They need to integrate sales data,
marketing campaign responses, and customer service interactions.
How should they design their model to ensure effective analysis and insights?
There are 3 correct answers to this question.
Response:
Establishing cross-model security, utilizing regression analysis, and setting up
event-based triggers
Through data acquisition, applying currency conversion, and enabling predictive
modeling
By defining hierarchies, setting up data blending, and creating calculated
dimensions
Utilizing data actions, performing anomaly detection, and establishing linked
models
Implementing data enrichment, constructing time series analysis, and applying
data privacy rules
Question:
In preparing their annual budget, a non-profit organization needs to consider
various funding scenarios, expense controls, and program impacts. Utilizing SAP
Analytics Cloud, how can the finance team create an interactive planning model
that allows for easy adjustments and comparisons?
There are 3 correct answers to this question.
Response:
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Implementing input controls for real-time adjustments, using public versions for
scenario comparisons, and applying conditional formatting for highlighting
variances
Using data blending for integrating various data sources, applying annotations for
assumptions, and setting up automated reports for stakeholders
Setting up allocations based on historical spending, using predictive forecasting for
revenue, and applying data actions for expense simulations
Employing value driver trees for scenario impacts, using version management for
different budget versions, and implementing what-if analysis for funding changes
Utilizing collaborative enterprise planning for cross-departmental input, employing
variance analysis for expense tracking, and enabling data locking for audit trails
Question:
In SAP Analytics Cloud, what is a fundamental step in ensuring data security?
Please choose the correct answer.
Response:
Always use public dimensions
Regularly export data to external locations
Utilize shared datasets extensively
Define appropriate roles and privileges
Question:
In SAP Analytics Cloud, which functionalities can improve forecast accuracy?
There are 2 correct answers to this question.
Response:
Data cleansing
Predictive forecasting
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Currency conversion
Value driver trees
Question:
In the context of SAP Analytics Cloud, what is the primary use of data blending?
Please choose the correct answer.
Response:
To perform predictive analytics
To enhance data security
To combine data from multiple sources into a single model
To automate data entry
Question:
How does SAP Analytics Cloud support collaborative work?
Please choose the correct answer.
Response:
Through video conferencing features
By offering digital boardroom functionalities
Through direct integration with social media
By enabling shared document editing
Question:
What is a key feature of the advanced formula editor in SAP Analytics Cloud
planning?
Please choose the correct answer.
Response:
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Auto-completion
Version management
Debugging capabilities
Syntax highlighting
Question:
What feature in SAP Analytics Cloud allows planners to allocate resources based
on historical data?
Please choose the correct answer.
Response:
Data actions
Predictive forecasting
Allocations
Value driver trees
Question:
A retail company uses SAP Analytics Cloud to analyze seasonal sales trends.
They need to create a story that shows the sales performance over time,
compares different product categories, and highlights any anomalies.
Which features should they utilize to create a comprehensive report?
There are 3 correct answers to this question.
Response:
Conditional formatting
Data blending
Time series charts
Predictive forecasting
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Geo maps
Question:
You need to run allocations on two models: the expense model and the sales
model. What do you need to create?
Please choose the correct answer.
Response:
One multi action with two steps
One allocation with two steps
One process flow with two sequences
One data action with two steps
Question:
What is the advantage of using Smart Data Discovery in SAP Analytics Cloud?
Please choose the correct answer.
Response:
Automates the data modeling process
Increases the need for manual data inspection
Decreases data analysis accuracy
Identifies patterns and outliers in the data
Question:
What is the main purpose of the Story Design component in SAP Analytics Cloud?
Please choose the correct answer.
Response:
To optimize data storage
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To integrate with external databases
To manage user permissions and security
To design and present analytical stories
Question:
A marketing analyst at an e-commerce company wants to design a story to
compare their current year's quarterly sales performance against the previous
year. They wish to highlight the growth percentage, top-performing categories,
and key factors that influenced sales.
Which visualizationsand features should they incorporate in their story design
to effectively communicate these insights?
There are 3 correct answers to this question.
Response:
Time series chart, variance calculation, and smart insights
Column chart, linked analysis, and input controls
Pie chart, trend lines, and data blending
Stacked bar chart, anomaly detection, and predictive forecasting
Heat map, commentary, and benchmark analysis
Question:
What is the primary purpose of enabling role-based access control in SAP
Analytics Cloud?
Please choose the correct answer.
Response:
To increase the number of users.
To enable real-time data connections.
To restrict data access based on user roles.
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To enhance data visualization capabilities.
Question:
A healthcare organization wants to analyze patient data from various sources to
improve treatment outcomes. They plan to use SAP Analytics Cloud to model the
data and identify patterns.
Which steps should they take to ensure data quality and meaningful insights?
There are 3 correct answers to this question.
Response:
Implement anonymization for patient data
Utilize predictive analytics
Integrate data using secure connections
Perform data profiling
Establish data quality rules
Question:
In a scenario where an organization is deploying SAP Analytics Cloud globally,
which three aspects should be considered to ensure robust security management
and compliance with regional data protection regulations?
There are 3 correct answers to this question.
Response:
Configuring cross-origin resource sharing (CORS)
Regularly updating the system to the latest version
Enabling data encryption at rest and in transit
Implementing role-based access control
Conducting periodic security audits
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Question:
Which actions can improve data quality during data preparation in SAP Analytics
Cloud?
There are 2 correct answers to this question.
Response:
Data profiling
Data cleansing
Data visualization
Data acquisition
Question:
Which advantage does importing data into SAP Analytics Cloud offer over live
data connection?
Please choose the correct answer.
Response:
Data manipulation and transformation
Enhanced security
Reduced network load
Real-time data analysis
Question:
When addressing a performance issue in SAP Analytics Cloud, which of the
following should be analyzed first?
Please choose the correct answer.
Response:
Browser cache settings
User access levels
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Data model complexity
Network latency
Question:
Which of the following features can you use to enhance the visual appeal of your
story in SAP Analytics Cloud?
Please choose the correct answer.
Response:
Predefined content packages
Responsive page layout
Live data connections
Custom CSS styles
Question:
For a financial analyst creating a model in SAP Analytics Cloud, which three data
actions should be considered for enhancing forecast accuracy?
There are 3 correct answers to this question.
Response:
Regression analysis
Currency conversion
Time series forecasting
Data cleansing
Anomaly detection
Question:
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Which functionalities help in data integration from multiple sources in SAP
Analytics Cloud?
There are 2 correct answers to this question.
Response:
Data acquisition
Data visualization
Data blending
Data enrichment
Question:
When applying linked analysis in SAP Analytics Cloud, which of the following
actions is possible?
Please choose the correct answer.
Response:
Synchronizing widget interactions without any scripting
Using linked analysis to connect to external applications
Linking widgets across different models
Linking widgets to filter data based on time dimensions only
Question:
What is emphasized in the Performance, Troubleshooting, and Security
Management segment of the SAP Analytics Cloud exam?
Please choose the correct answer.
Response:
Promoting product sales
Identifying and resolving performance issues
Enhancing corporate branding
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Conducting legal compliance audits
Question:
During data preparation, which techniques should be applied to ensure accurate
and reliable data for analysis?
There are 3 correct answers to this question.
Response:
Aggregation
Error handling
Normalization
Deduplication
Anonymization
Question:
What is a critical aspect of the Connections and Data Preparation topic in SAP
Analytics Cloud?
Please choose the correct answer.
Response:
Designing user interfaces
Enhancing mobile application security
Implementing machine learning algorithms
Accessing and preparing data
Question:
A financial institution wants to analyze the impact of economic indicators on
their loan portfolio performance. They aim to integrate external economic data
with their internal loan data in SAP Analytics Cloud.
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What steps should they follow to ensure accurate and insightful analysis?
There are 3 correct answers to this question.
Response:
Data cleansing, applying data blending, and using predictive forecasting
Enabling live data connections, utilizing data enrichment, and establishing scenario-
based planning
Implementing data versioning, utilizing what-if analysis, and creating custom
calculated measures
Applying machine learning models, conducting variance analysis, and setting up
automated alerts
Conducting data profiling, setting up linked analysis, and employing smart insights
for correlations
Question:
How does SAP Analytics Cloud support data integration from multiple sources?
Please choose the correct answer.
Response:
By allowing manual data entry only
By supporting only SAP data sources
By restricting data access based on user roles
By enabling data blending from different sources
Question:
Scenario: A company is using SAP Analytics Cloud to manage its financial data.
The data analyst needs to create a comprehensive report that includes real-time
data monitoring, security management, and performance troubleshooting.
Which features should be utilized to ensure the report is both secure and
performs efficiently?
There are 3 correct answers to this question.
Response:
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Live Data Connection
Role-Based Access Control
Data Blending
Performance Analyzer
Data Acquisition
Question:
In the context of SAP Analytics Cloud, what does planning involve?
Please choose the correct answer.
Response:
Coordinating team meetings
Drafting legal documents
Developing financial forecasts
Debugging software code
Question:
An e-commerce company uses SAP Analytics Cloud to monitor their sales
performance. They require a story that provides insights into monthly sales,
product category performance, and customer behavior trends.
What should the story include to offer comprehensive analytics?
There are 3 correct answers to this question.
Response:
A pie chart to display product category shares
Predictiveforecasting for future sales
Anomaly detection for unexpected sales changes
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Time series charts for sales trends
Correlation analysis for customer behavior
Question:
What is the significance of data models in SAP Analytics Cloud?
Please choose the correct answer.
Response:
They underpin analysis and reporting.
They enhance website design.
They streamline email management.
They facilitate online advertising.
Question:
Which feature should be used to compare different versions of a financial plan in
SAP Analytics Cloud?
Please choose the correct answer.
Response:
Rolling forecasts
Predictive forecasting
Data blending
Version management
Question:
To enhance security and ensure compliance with industry regulations, a financial
services firm using SAP Analytics Cloud decides to review and upgrade its
security settings.
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What key areas should they focus on to improve security without compromising
usability?
There are 2 correct answers to this question.
Response:
Strengthening password policies, enabling two-factor authentication, and
conducting regular security training for users
Establishing a dedicated security team for SAP Analytics Cloud, segregating duties
within the system, and using secure connections only
Regularly updating software patches, monitoring for suspicious activity, and
restricting data access based on user roles and locations
Enhancing network security, implementing application-level security measures, and
ensuring secure data integration practices
Implementing data encryption at rest and in transit, defining role-based access
controls, and conducting periodic access reviews
Question:
Which features should a planner use to distribute budget values across various
departments based on historical data?
There are 3 correct answers to this question.
Response:
Predictive forecasting
Data actions
Allocations
Value driver trees
Rolling forecast
Question:
You have three source systems in your organization. You want to use SAP
Analytics Cloud to analyze data from each source system. One source system
uses a live connection. The other two use an import connection. How many
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connection(s) do you require in SAC?
Please choose the correct answer.
Response:
2
4
1
3
Question:
What is a key function of the Data Acquisition feature in SAP Analytics Cloud?
Please choose the correct answer.
Response:
Creating interactive dashboards
Setting user permissions
Performing complex calculations
Importing data from various sources
Question:
What is the primary benefit of data profiling in SAP Analytics Cloud?
Please choose the correct answer.
Response:
Facilitates data export
Reduces data storage requirements
Enhances data security
Improves data quality before analysis
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Question:
What functionality in SAP Analytics Cloud supports integrating data from various
sources without the need for data replication?
Please choose the correct answer.
Response:
Data Blending
Data Acquisition
Model Import
Live Data Connection
Question:
In SAP Analytics Cloud, which functionalities support integrating and analyzing
data from different sources?
There are 2 correct answers to this question.
Response:
Data Export
Data Versioning
Live Data Connection
Data Blending
Question:
Which features in SAP Analytics Cloud are essential for conducting collaborative
enterprise planning?
There are 2 correct answers to this question.
Response:
Collaborative input
Data actions
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Value driver trees
Predictive forecasting
Question:
Scenario: A retail company uses SAP Analytics Cloud for sales and financial
planning. They need to ensure their sales forecasts align with their financial
plans and incorporate real-time data.
Which features should they leverage to achieve this integration and accuracy?
There are 3 correct answers to this question.
Response:
Live data connection
Predictive forecasting
Data actions
Rolling forecasts
Currency conversion
Question:
In SAP Analytics Cloud, which feature allows you to create different story
versions to compare alternative analyses?
Please choose the correct answer.
Response:
Advanced Formulas
Story Versions
Data Actions
Version Management
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Question:
When establishing security protocols in SAP Analytics Cloud, what is a crucial
step to protect sensitive data?
Please choose the correct answer.
Response:
Regular password changes
Enabling HTTPS
Defining role-based access
Implementing IP filtering
Question:
Scenario: A retail company needs to integrate sales data from various sources
and ensure the data is consistent and accurate for seasonal sales analysis. Which
steps should they take using SAP Analytics Cloud functionalities?
There are 3 correct answers to this question.
Response:
Conduct data blending
Perform currency conversion
Implement data versioning
Apply data quality rules
Utilize data enrichment
Question:
A manufacturing company uses SAP Analytics Cloud to optimize its supply chain
and production planning. They want to simulate various scenarios like demand
spikes, supply chain disruptions, and production downtimes.
Which planning functionalities should they focus on?
There are 3 correct answers to this question.
Response:
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What-if analysis for supply chain disruptions
Rolling forecasts for demand variations
Version comparison for scenario analysis
Predictive forecasting for production planning
Allocations for resource optimization
Question:
In SAP Analytics Cloud, which feature assists in identifying and correcting data
quality issues before analysis?
Please choose the correct answer.
Response:
Smart discovery
Data monitoring
Data auditing
Data cleansing
Question:
In SAP Analytics Cloud, which feature enables the integration of data from SAP
BW and SAP HANA without data replication?
Please choose the correct answer.
Response:
Model Import
Data Acquisition
Data Import
Live Data Connection
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Question:
What is a primary use of data actions in SAP Analytics Cloud?
Please choose the correct answer.
Response:
To automate planning processes
To allocate resources
To manage version control
To perform currency conversions
Question:
You want to use a composite in your SAP Analytics Cloud story designer. Which
of the following are prerequisites?
There are 2 correct answers to this question.
Response:
Classic Design mode
Grid page
Canvas page
Optimized Design mode
Question:
In SAP Analytics Cloud, what is the primary purpose of using the Page Filters
feature?
Please choose the correct answer.
Response:
To provide dynamic text commentary
To apply filters atthe model level
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To apply filters at the widget level
To apply filters at the page level
Question:
Which visualization would be most effective for showing a trend over time in a
story in SAP Analytics Cloud?
Please choose the correct answer.
Response:
Pie Chart
Heat Map
Time Series Chart
Bar Chart
Question:
A marketing team wants to analyze the effectiveness of their latest campaign
across different regions and products. They create a story in SAP Analytics Cloud
incorporating various charts and tables.
How should they design their story to compare performance across regions and
identify top-performing products?
There are 3 correct answers to this question.
Response:
Use linked analysis to highlight data across charts
Use a story filter for consistent data comparison
Implement input controls for dynamic data exploration
Apply conditional formatting to identify outliers
Include a geo map for regional analysis
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Score 1 of 1Question:
What is the primary benefit of using responsive page layouts in SAP Analytics
Cloud stories?
Please choose the correct answer.
Response:
To automatically adjust the layout based on device size
To ensure consistency in visualizations
To enable real-time data updates
To improve data security
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