Analytics 2

Question 1 of 80

1

The Universal Containers company thinks it knows everything about its business. However, Einstein Discovery surfaces an unexpected pattern that is concerning. They call in departmental experts and hold a meeting to discuss next steps with an Einstein Consultant.
What should the consultant advise as the next action?

Select one of the following:

Consult a Data Scientist for further analysis.
Determine if the pattern is a data issue or a new insight.
Filter out the data that causes an unexpected pattern and analyze the new results.
Accept the new pattern and have confidence that Einstein knows the business as accurately as the customer.

Explanation

Question 2 of 80

1

The Universal Containers company plans to upload target data from an external tool to Einstein Analytics so they can calculate the Sales team target attainments.

The target data changes every month, so the datasets need to be updated on a monthly basis. The target data is a CSV file that contains the Salesforce ID of the sales representative, the target amount, and the month of the target. For each sales representative, the file contains a target for every month of the current year as well as all previous years.

Based on this information, which operation should a consultant use with the Analytics External Data API to upload the file?

Select one of the following:

Update
Append
Overwrite
Upsert

Explanation

Question 3 of 80

1

Yasmine wants to create a lens with the Seed Bank Orders dataset, but she currently doesn't see any rows in the dataset. Since Yasmine is Hadiqa's manager, Yasmine asks Hadiqa if she's experiencing the same problem, but Hadiqa replies that she can see all the rows. Why is this happening?

Select one of the following:

The dataset's security predicate was set up incorrectly.
Yasmine doesn't have the Manager app role.
Yasmine wasn't assigned a permission set
Yasmine doesn't have the Create and Edit Analytics Dashboards permission.

Explanation

Question 4 of 80

1

Universal Containers has a dashboard for Sales Managers to visualize the YoY Growth of their customers- The formula used is: YoY = [(This Year - Last Year) / Last Year] %

Based on the graphic, when there is no account in the Last Year column, the YoY Growth shows null results. The Sales Managers want to replace it with 100% value.

Select one of the following:

replace()
number_to_string()
coalesce()
substr()

Explanation

Question 5 of 80

1

A customer displays a lot of data and wants a way to dynamically emphasize certain values on a bar chart in order to properly grab the user's attention.

What can an Einstein Consultant use to accomplish this task?

Select one of the following:

Customize tooltip
Chart Markers
XMD
Compare Table

Explanation

Question 6 of 80

1

An Einstein Consultant receives a new project from a client that wants to implement Einstein Analytics. They do not currently have Einstein Analytics, but want guidance around how to ensure that their users have correct access.

They have 1000 users with a small team of three people who will build datasets and dashboards. An additional 15 people should be able to create dashboards. The remaining users should only be able to view dashboards.

Which recommendation should the consultant give the client?

Select one of the following:

Create and assign Salesforce permission sets according to the three types of roles defined.
Assign the app permissions "viewer/' "editor," and "manager" to the three types of roles defined.
Create and assign three new Salesforce profiles according to the three types of roles defined.
Assign "Einstein Analytics Explorer" licenses to users that should only view the dashboard, and assign "Einstein Analytics Developer" licenses to users that should be able to create datasets and dashboards.

Explanation

Question 7 of 80

1

A company wants to use Einstein Analytics to analyze the trend of their sales pipeline. The company wants to accelerate the sales process. To do so, they need to know the average time an opportunity spends in each stage. This value is not pre-calculated in Salesforce, so a consultant recommends using a dataflow to calculate it.

How can a dataflow be used to calculate the average time an opportunity spends in each stage?

Select one of the following:

computeExpression Transformation with SAQL Expression to calculate the duration
flatten Transformation with Offset Expressions to calculate the duration
computeRelative Transformation with offset parameter to calculate the duration
computeRelative Transformation with SAQL Expression to calculate the duration

Explanation

Question 8 of 80

1

To use the Sales Analytics app, which permission set license do you need?

Select one of the following:

Sales Wave
Sales Analytics Apps
Analytics Templated Apps
Security User

Explanation

Question 9 of 80

1

Which of the following is true about the Service Analytics Overview dashboard?

Select one of the following:

It instantly provides key metrics on open cases, average time to close, first contact resolution, and customer satisfaction.
It lets you drill down to more detailed dashboards, like agent performance, channel review, and telephony metrics.
It's available on desktop and mobile.
It's a great place to start your analysis.
All of the above.

Explanation

Question 10 of 80

1

Universal Containers has a dashboard for Sales Managers. They need the ability to visualize the number of Closed Won opportunities by month, quarter, or year, and then display the result in a single chart. An Einstein Consultant created a static step to display three values: ClosedDate_month, ClosedDate_quarter, and ClosedDate_year.

What should the consultant do next?

Select one of the following:

Use nested binding to update the grouping in the chart.
Use selection binding to update the measure in the chart.
Use result binding to update the measure in the chart.
Use selection binding to update the grouping in the chart.

Explanation

Question 11 of 80

1

The Universal Containers company used Einstein Analytics to create two datasets:

Dataset A: contains a list of activities with an "activitylD" dimension and a "userlD" dimension Dataset B: contains a list of users with a "userlD" dimension

The team wants to delete from Dataset A all activities related to users in Dataset B. How can an Einstein Consultant help them achieve this?

Select one of the following:

Use the dataflow transformation "delete" and set "userlD" as the deletion ID.
Use a combination of dataflow transformations: "augment" and "filter."
Use an external ETL tool to extract both datasets and delete records.
Use the recipe operation "delete" and set "userlD" as the deletion ID.

Explanation

Question 12 of 80

1

The client is trying to create a SAQL step to predict sales in each sales region. They cannot get the query to return any results, but have identified that the error is in the timeseries statement. They have asked an Einstein Consultant to review the following query and fix any errors.
Which timeseries statement will fix the query'

Select one of the following:

q = timeseries q generate 'sum_Sales' as Forecasted_Sales' with (dateCols=('Date_Year, Date_Quarter', "Y-Q"),partition=Region', ignoreLast=true);
q = timeseries q generate 'sum_Sales' as Forecasted_Sales' with (length = 12, dateCols=('Date_Year', 'Date_Month". "Y-M"),partition='Region');
q = timeseries q generate 'sum_Sales' as Torecasted_Sales' with (dateCols=('Date_Year', Date_Quarter', "Y-Q"),partition='Region', seasonality=4);
q = timeseries q generate 'sum_Sales' as Torecasted_Sales' with (dateCols=('Date_Year', Date_Quarter', "Y-Q"),partition='Region');

Explanation

Question 13 of 80

1

What is a valid permission for a permission set?

Select one of the following:

Enable Parental Control
Always Sign Me Up for Dreamforce
Sales Analytics Apps
Access Sales Cloud Analytics Templates and Apps

Explanation

Question 14 of 80

1

Creating an Einstein Discovery story involves:

Select one of the following:

Selecting a Dataset in Einstein Analytics, then clicking Create Story
Copying text from company reports and pasting into Einstein Discovery
Uploading a Microsoft® PowerPoint® presentation
Entering notes about the data

Explanation

Question 15 of 80

1

When creating a story in Einstein Discovery, do all potential collinear fields need to be removed before executing the build story?

Select one of the following:

No. Einstein Discovery is impervious to collinearity, so the story and subsequent model will be fine.
No. Although it is ideal to eliminate collinearity as soon as possible, Einstein will give a warning post-build and the ridge regression will prevent collinearity from over-fitting.
Yes. If all collinear variables are not excluded, the model will over-fit and not make any sense.
Yes. If the collinear variables are not removed, the Einstein Discovery model build will fail.

Explanation

Question 16 of 80

1

A consultant is asked to configured a user to view a dashboard, within a designated app, without the ability to create and save lenses.

After adding the user to the app, which action should the consultant take to implement this requirement?

Select one of the following:

Assign the Manager role the user
Ensure the user has the Analytics permission
Assign the Editor role the user
Assign the view role to the user

Explanation

Question 17 of 80

1

What are Einstein Analytics prebuilt permission sets? Select 2:

Select one or more of the following:

Einstein Analytics Platform Admin
Einstein Analytics Platform User
Einstein Analytics
Einstein Analytics Superadmin

Explanation

Question 18 of 80

1

Einstein found a recommendation to improve the story: apparently there are two variables that behave the same. Given there is no additional information, what is the correct action?

Select one of the following:

Retain Promotion; it is an actionable variable and without it, we cannot recommend prescriptive actions.
Cancel this story and redefine the dataset.
Retain Amount; not knowing the size of a deal makes it hard to predict if will be won.
Do nothing; they appear to be similar, but there might be differences from the business perspective.

Explanation

Question 19 of 80

1

A consultant built a very useful Einstein Analytics app for Sales Operations and they want to share its contents with the rest of Global Sales. However, they do not want to add everyone in Sales to their app. The consultant recommends extending the Sales Operations app and distributing it as an Einstein Analytics template app, but needs to locate specific information to get started.

What is the REST API URL where the consultant can find current template apps?

Select one of the following:

/services/data/v##.#/wave/apps
/services/data/v##.#/analytics/wizard
/services/data/v##.#/wave/templates
/services/data/v##.#/analytics/projects

Explanation

Question 20 of 80

1

Which of the following are requirements for enabling Analytics for Communities?

Select one of the following:

A. Wait at least 3 days after purchase.
B. Have a Customer Community Plus or Partner Community license.
C. Be nominated by your community peers.
D. Assign your community members the Analytics for Communities permission set license
E. B and D

Explanation

Question 21 of 80

1

A consultant created an Einstein Analytics dashboard in a sandbox. Now, the dashboard needs to be migrated into production.

To complete the migration, what are the consultant's three options? Choose 3 answers

Select one or more of the following:

Ant Migration Tool
Analytics External Data API
Analytics REST API
Change sets
Analytics dashboard connector

Explanation

Question 22 of 80

1

A client has a dashboard for Sales Managers. They want to have a list filter that shows the name of the month. However, based on the "CloseDate_Month" field, the list filter shows numbers instead of names.

How can an Einstein Consultant use the Dataflow nodes to generate the name of the month as a new dimension in the dataset?

Select one of the following:

flatten
compute Relative
compute Expression
append

Explanation

Question 23 of 80

1

A consultant is working with a credit card company that needs help with ongoing fraudulent transactions. The company provides a representative sample dataset for the consultant to analyze in Einstein Discovery. The story's initial assessment shows that a third-party payment app is the source of these fraudulent transactions. However, the company rejects this assessment outcome, stating they have not had a partnership with this payment app long enough for it to be a concern.

What is the recommended next step to improve the story outcome?

Select one of the following:

Make adjustments to the story to better demonstrate that the third-party payment app is the culprit.
Use the credit card company's domain knowledge and exclude the third-party payment app from the story.
Explain to the company that the story has returned unbiased results and the initial assessment is accurate.
Ask the credit card company for a more comprehensive dataset to analyze.

Explanation

Question 24 of 80

1

Mosaic recently hired a new development coordinator, Zoe. First, Danielle grants Zoe the Einstein Analytics Platform license, but Zoe reports that she still can't access Einstein Analytics. What could be the problem?

Select one of the following:

An admin hasn't run a dataflow.
Danielle still needs to grant Zoe a permission set containing the Manage Analytics permission.
Danielle didn't share the Mosaic app with Zoe in Einstein Analytics.
Danielle still needs to grant Zoe a permission set containing the Use Analytics permission.

Explanation

Question 25 of 80

1

The edgemart transformation gives the dataflow access to an existing, registered dataset that can contain Salesforce data, external data, or a combination of both.

Where is an edgemart transformation specified?

Select one of the following:

Dataflow Editor
Recipes Editor
Step Editor
Settings

Explanation

Question 26 of 80

1

When you set up Analytics, which of the following features can you enable?

Select one of the following:

A. Low-fuel notifications from your car
B. Sharing of apps with Communities
C. Access to the API
A and B
B and C

Explanation

Question 27 of 80

1

Why would you use a merge key in a dataset recipe?

Select one of the following:

To find out what the merge icons represent in a dataset
To schedule when a dataset recipe runs
To join related data from different sources
To deal with duplicate records

Explanation

Question 28 of 80

1

A company used Einstein Analytics to create two datasets:
1. "Opportunity With Account- dataset, which contains data from the Opportunity standard object augmented by the Account data.

2. "Case with Account" dataset. which contains data from the Case standard object augmented by the Account data.

The company wants to build a lens showing the total number of Opportunities and Cases per Account. How can a consultant help them build this lens'

Select one of the following:

Create a recipe to generate a new dataset from the "OpportunityWithAccount" and "CaseWithAccount" datasets aggregated byAccount, and use the generated dataset in a lens.
Use "Compare Table" to join the "OpportunityWithAccount" and "CaseWithAccount" datasets using the "Accountld" and thenaggregate by Account.
Set up Connect Data Sources in the UI between the "OpportunityWithAccount" and "CaseWithAccount" datasets.
Use a SAQL query to group and join the "OpportunityWithAccount" and "CaseWithAccount" datasets then generate the results.

Explanation

Question 29 of 80

1

Which three things can be done with the Einstein Analytics Dashboard Inspector? Choose 3 answers

Select one or more of the following:

Automatically remove bottlenecks to make queries run faster.
Get a list of recommendations on how to improve the performance of the dashboard.
View all queries and the time it took to run each one
View the total time required to run all queries.
See the final query for each step along with query results.

Explanation

Question 30 of 80

1

Philip adds a recently created Seed Bank Orders dataset to an Einstein Analytics app for which the Mosaic Seed Bank project team has the Viewer app role. How much data in the Seed Bank Orders dataset can a project team member see?

Select one of the following:

None of the data
Only rows designated by the Salesforce administrator
All rows and fields in the datasets
Only rows designated by the App Manager

Explanation

Question 31 of 80

1

What is an appropriate response when a client is disappointed that Einstein Discovery only detected patterns that were already known?

Select one of the following:

Remind them that the technology is only as good as the data.
Advise them that the use case may not be accurate.
Highlight that Einstein reduces time to insight, which is much faster than learning from experience.
Recommend using a visualization tool, like Einstein Analytics, to uncover the details.

Explanation

Question 32 of 80

1

What happens if the ui.json file is empty?

Select one of the following:

A. You create a text-only version of an app.
B. The template will not include a configuration wizard.
C. The dataflow fails.
D. The app includes all possible dashboards by default.
B and D

Explanation

Question 33 of 80

1

What kind of org should you use for checking challenges when you do Trailhead modules about Analytics?

Select one of the following:

An enterprise org, because that type of org is typically used by large companies
A trial org, because you don't need to save anything
A Developer Edition org, because it's a free, safe environment where you can try things out
A higher education org, because analytics requires advanced math

Explanation

Question 34 of 80

1

A consultant built an Einstein Analytics dashboard for a company. The company then requested an enhancement to the dashboard and provided additional data that needs to be displayed. As a result, the consultant decides to "augment" the dataflow.

Which phrase describes this transformation?

Select one of the following:

Add data based on the right-side grain
Join data similar to an SQL statement
Add data as a lookup relationship (left side is the lowest grain)
Join data based on a many-to-many relationship

Explanation

Question 35 of 80

1

Which permission gives you view-only access to Analytics?

Select one of the following:

Use Analytics
Manage Analytics
Create and Edit Analytics Dashboard
None of above

Explanation

Question 36 of 80

1

Universal Containers has a Sales Manager dashboard. They need to build a table as shown in the graphic and calculate the summary as the first line in a compare table.

How can the summary be calculated?

Select one of the following:

Use the Show Summary option in the compare table.
Add a formula field to calculate the summary.
Use a SAQL query since the summary is not available in standard interface.
Create a computeExpression field in the Dataflow to calculate the summary.

Explanation

Question 37 of 80

1

What's the best way to describe the template-info.json file?

Select one of the following:

It's a read-only file with all the user documentation for a template.
It's the boss of the template with all the information needed to create the app.
It makes sure that the app includes all the right Salesforce data.
It's automatically populated every time you create an app from the template.

Explanation

Question 38 of 80

1

Which conclusion can be made regarding the strength of the model shown?

Select one of the following:

The model is very strong. A GINI coefficient of .535 shows that this model is very effective.
The model is pretty good; the accuracy rating of .7597 means we can predict both wins and losses at a fairly high rate.
The strength of the model cannot be determined with the metrics shown
The model is very weak and doesn't provide useful predictions due to the low threshold.

Explanation

Question 39 of 80

1

An Einstein Consultant receives a request from the Marketing department to help them understand lead conversion. Presently, they are unaware of the percentage of leads that get converted to sales. They hope to view results by account manager, value, and quarter. The data is there, so the consultant can add it to the marketing dashboard.

How should this metric be calculated?

Select one of the following:

Create a new step in the dashboard using a compare table and define a formula.
Create a formula field on the lead object in Salesforce and add it to the dataset.
Create a computeExpression in the dataflow.
Create a new step in the dashboard using a compare table and the running total function.

Explanation

Question 40 of 80

1

An Einstein Analytics consultant is notified of a performance issue with data sync (replication). The consultant researches the issue and determines that unnecessary data is being synced.

Which solution should the consultant implement to help improve data sync (replication) performance?

Select one of the following:

Modify dataflows to exclude unused fields and include a filter to extract relevant data.
Scale down the number of datasets to help improve data sync (replication) performance.
Start over again with new dataflows that exclude unused fields with a filter to extract relevant data.
Update the existing data sync (replication) process by removing unused fields with a filter to extract relevant data.

Explanation

Question 41 of 80

1

A company wants to build a webpage that displays KPIs that can be derived from values in datasets stored in Einstein Analytics. How can an Einstein Analytics consultant derive those KPIs from those datasets?

Select one of the following:

Use the Analytics External Data API and leverage the "query" resource.
Export the dataset as an XLS file and use the Einstein Analytics Connector for Excel.
Use the Analytics REST API and leverage the -query" resource.
Export the dataset as a CSV file and load it to an external database.

Explanation

Question 42 of 80

1

In what order does Einstein Discovery present the insights that it uncovers?

Select one of the following:

Alphabetical, in ascending order
Alphabetical, in descending order
Insights that explain the most variation in the outcome variable, in ascending order
Insights that explain the most variation in the outcome variable, in descending order

Explanation

Question 43 of 80

1

An Einstein Analytics consultant is asked to add a new SalesTax field to a Product Sales dataset. The formula to calculate SalesTax is (SubTotal*CountyTax).

Which node should the consultant use in a Dataflow to calculate and insert SalesTax to the dataset?

Select one of the following:

append
computeExpression
argument
computeRelative

Explanation

Question 44 of 80

1

The Vice President of Sales wants to create a "Pipeline Trending" dashboard in Einstein Analytics that displays specific colors depending on the values of the fields.

Which two techniques can a consultant use to help address this requirement? Choose 2 answers

Select one or more of the following:

Use an XMD file and assign colors to each field value.
Use SAQL queries to calculate a color field and assign it to each field value.
Use a compute Expression to calculate a color field and assign it to each field value.
Use the "fields" menu when exploring the dataset and assign colors to each field value.

Explanation

Question 45 of 80

1

Where can you view the status of a CSV upload in Analytics?

Select one of the following:

The data manager
The Analytics home page
The Create Dataset page
The Setup menu

Explanation

Question 46 of 80

1

Benito has Viewer access to a new Einstein Analytics app. He wants to build and edit a dashboard using the Seed Bank dataset in this new app. What must an admin do for Benito to do this?

Select one of the following:

Grant Benito access to all datasets in the org.
Assign Benito a permission set that contains the permission: Create and Edit Analytics Dashboards.
Grant Benito access to the app that contains the Seed Bank dataset and assign him a permission set that contains the Create and Edit Analytics Dashboards permission.
Assign Benito a permission set that contains the permission: Create and Manage Analytics Apps.

Explanation

Question 47 of 80

1

You can configure access to data at all of the following levels, except:

Select one of the following:

Organization
Records
Page Layouts
Objects

Explanation

Question 48 of 80

1

Which three parameters are used in a compare table formula field to calculate and display a field as percentage value? Choose 3 answers

Select one or more of the following:

Calculation
Column Color
Format
Length
Column Name

Explanation

Question 49 of 80

1

An Einstein Analytics team wants to create a dashboard that displays values from an external, on-premise Oracle database.

What are two options to load the data from the Oracle database into Einstein Analytics? Choose 2 answers

Select one or more of the following:

Use the Salesforce SOAP interface.
Use the Analytics External Data API.
Use Oracle database connector.
Load the data as a CSV file.

Explanation

Question 50 of 80

1

A company wants to allow users who belong to an account team to see all the Opportunities associated with that Account in Einstein Analytics.

Which two actions accomplish this requirement? Choose 2 answers

Select one or more of the following:

Apply sharing inheritance.
Create a master-detail relationship between the Salesforce Account and Opportunity objects.
In the dataflow, extract the AccountTeamMember object and augment it with the Opportunity object using 'Accountld' as the join field and apply following security predicate: 'AccountTeamMember.Userld' == "$User.Id".
In the dataflow, extract the OpportunityTeamMember object and augment it with the Opportunity object using 'Opportunityld' as the join field and apply the following security predicate: 'OpportunityTeamMember.Userld' == "$User.Id".

Explanation

Question 51 of 80

1

A company uses role hierarchy to implement data security in Salesforce. They want the same
role-hierarchy-based security model to apply in Einstein Analytics, but want the users in a role to see data owned by other users in the same role.

Using the "flatten" transformation, which attribute setting achieves this requirement?

Select one of the following:

Set the attribute "self_ld" to true.
Set the attribute "self_ld" to false.
Set the attribute "include_self_id" to true.
Set the attribute "include_self_id" to false.

Explanation

Question 52 of 80

1

How do you open the Actions menu for a particular case shown in a dashboard?

Select one of the following:

Click the Actions bar from a bubble chart
Hover over the case number column of the values table widget and click the arrow that appears
Double-click the case number in the Actions widget
Simply @mention the case manager for that segment

Explanation

Question 53 of 80

1

The Universal Containers company built three Einstein Discovery stories that they want to use in Salesforce to predict and maximize their revenue per customer. The stories are for every region where they have business:
EMEA, AMER, and APAC.
How can a consultant help them deploy the three Einstein models to Salesforce?

Select one of the following:

Segment the account data per region and deploy the same model to all segments.
Deploy the same model to all accounts and set the region field as an actionable variable.
Deploy the same model to all accounts and use an Apex trigger to call the appropriate prediction.
Segment the account data per region and deploy the appropriate model for each segment.

Explanation

Question 54 of 80

1

When Analytics runs a dataflow that accesses Salesforce objects, which user does it use?

Select one of the following:

The current user
The system administrator
The Integration User
The record owner

Explanation

Question 55 of 80

1

A Salesforce administrator wants to create a new dashboard that uses custom geoJSON to display data; however, the administrator is unable to upload the file via the UI.

What should be done?

Select one of the following:

Add the system permission "Manage Analytics Custom Maps" to the permission set used.
Enable "Custom maps with geoJSON" in the analytics settings.
Upload the geoJSON via the API because it is not a function in the UI.
Contact Salesforce support and request to get custom maps and geoJSON enabled for the org.

Explanation

Question 56 of 80

1

The Einstein Analytics Plus Platform license is enabled for a Salesforce org and assigned to each user.
However, these users cannot see the Einstein Analytics Studio in the App Launcher. How can this issue be addressed?

Select one of the following:

Share the app with the users in Einstein Analytics.
Create user accounts for the users in Einstein Analytics.
Assign the users to the permission set containing Use Analytics.
Assign the users to the permission set containing Manage Analytics.

Explanation

Question 57 of 80

1

A data architect wants to use a dataflow transformation to implement row-level security that is based on role hierarchy in Salesforce. Which transformation should be used to level the dataset hierarchy'

Select one of the following:

digest transformation
flatten transformation
delta transformation
sfdcDigest transformation

Explanation

Question 58 of 80

1

The model quality metrics of an Einstein Discovery story indicate that the GINI coefficient in the four folds are 0.82, 0.83, 0.84, and 0.75, respectively.

Which two actions should a consultant take? Choose 2 answers

Select one or more of the following:

Deploy the story, because the variation in the metrics is within the normal range.
Confirm that the overall GINI coefficient is good prior to deploy the story
Research and check the dataset for outliers in the target field and the main predictors that are shown on top of the story.
Do not deploy the story immediately, and research why one fold is performing worse than the others.

Explanation

Question 59 of 80

1

A large company is rolling out Einstein Analytics to their field sales. They have a well-defined role hierarchy where everyone is assigned to an appropriate node on the hierarchy.

An individual Sales rep should be able to view all opportunities that she/he owns or as part of the account team or opportunity team. The Sales Manager should be able to view all opportunities for the entire Sales team.
Similarly, the Sales Vice President should be able to view opportunities for everyone who rolls up in that hierarchy.

The opportunity dataset has a field called 'Ownerld' which represents the opportunity owner. Given this information, how can an Einstein Consultant implement the above requirements?

Select one of the following:

As part of the dataflow, use the flatten operation on the role hierarchy and create a multivalue attribute called 'ParentRolelDs' on the opportunity dataset and apply following security predicate: 'ParentRolelDs' == "$User.UserRoleId" && 'Ownerld' == "SUser.Id".
As part of the dataflow, use computeExpression on the Roleld field to create an attribute called 'ParentRolelDs' on the opportunity dataset and apply following security predicate: 'ParentRolelDs' == "$User.UserRoleId" || 'Ownerld' == "$User.Id".
As part of the dataflow, use computeRelative on the Roleld field to create an attribute called 'ParentRolelDs' on the opportunity dataset and apply following security predicate: 'ParentRolelDs' == "$User.UserRoleId" || 'Ownerld' == "$User.Id".
As part of the dataflow, use the flatten operation on the role hierarchy and create a multivalue attribute called 'ParentRolelDs' on the opportunity dataset and apply following security predicate: 'ParentRolelDs' == "$User.UserRoleId" || TeamMember.Id' == "$User. Id" || 'Ownerld' == "SUser.Id".

Explanation

Question 60 of 80

1

A Einstein Analytics consultant is asked to help a company report on their sales activity. The company wants to train some users to create their own dashboards. They also want another team to only be able to use the dashboards.

What must be configured to address these requirements?

Select one of the following:

Create two permission sets with different system permissions.
Use a permission set license with two different levels of access.
Grant "Manage" access permission to the apps.
Create a permission set license assignment with two different levels of access-

Explanation

Question 61 of 80

1

The Universal Containers company uses a Microsoft Azure SQL Data Warehouse to gather information about sales representatives' objectives. They want to use Einstein Analytics to gain insights from this data; therefore, they need to automatically load the warehouse's data into an Einstein Analytics dataset on a daily basis. The data also needs to be transformed and merged with data from the company's org.

Which three Einstein Analytics user interface features can be used to complete these requirements? Choose 3 answers

Select one or more of the following:

Dataflow
Microsoft Azure SQL Data Warehouse Connector
Einstein Analytics Connector for Excel
Recipes
Analytics REST API

Explanation

Question 62 of 80

1

Which set of statements generates monthly amounts on a cumulative basis annually?

Select one of the following:

Option A
Option B
Option C
Option D

Explanation

Question 63 of 80

1

A consultant built an Einstein Analytics app for the Sales Operations team. The Sales Operations team wants to share their app with other people at the company. The consultant recommends distributing the app as an Einstein Analytics template app.

A set of JSON files will be generated after a template is created from the Sales Operations app. What is the name of the JSON file that manages template metadata and all other template elements'

Select one of the following:

ui.json
template-to-app-rules.json
master- info.json
template-info.json

Explanation

Question 64 of 80

1

A client has two datasets that are used across seven different dashboards. Three of these dashboards are used by marketing and four are used by sales. The client requires that only marketing can access the marketing dashboards and only sales can access the sales dashboards.

What solution should be recommended?

Select one of the following:

Create two custom apps: one for marketing dashboards with marketing as "viewer" and one for sales dashboards with sales as "viewer." Add the datasets as references to both custom apps.
Create three custom apps: one for marketing dashboards with marketing as "viewer," one for sales dashboards with sales as "viewer," and one for datasets where marketing and sales are "viewer."
Create one custom app for the datasets and share it with marketing and sales as "viewer."
Duplicate the datasets and create two custom apps: one for marketing dashboards and datasets with marketing as "editor" and one for sales dashboards and datasets with sales as "editor."

Explanation

Question 65 of 80

1

What does the Division is Naval section of the waterfall graph tell you?

Select one of the following:

How combinations of factors affect the CLV for Naval customers
How individual factors separately affect the outcome for Naval customers
What the relationship is between significant and insignificant factors as they impact CLV for Naval customers
How the chosen variable is related to all other factors in the model for Naval customers

Explanation

Question 66 of 80

1

What are two main steps for creating a dataset?

Select one of the following:

Run and monitor
Plan and map
Extract and prepare
Build and explore

Explanation

Question 67 of 80

1

What is the test called that helps to identify categories that exhibit a pattern outside the overall average?

Select one of the following:

Null hypothesis test
Significance level test
Critical region test
Chi-square test
T-test

Explanation

Question 68 of 80

1

An Einstein Analytics team created a funnel chart to show the number of opportunities in each stage. The managers who use the chart report that the funnel shows stages in alphabetical order instead of sales cycle order.

In which two ways can a consultant help them address this issue? Choose 2 answers

Select one or more of the following:

Use a dataflow to rename the stages with a preceding number
Use a dashboard JSON to rename stages.
Use a dataflow to sort the stages by their internal name.
Use a dataset XMD to rename stages

Explanation

Question 69 of 80

1

In the list of insights, the first insights that you see are the ones that explain, statistically, the most variation in the outcome variable. The insights that appear later, as you scroll through the story, explain variables that, statistically, account for less of the variation in the outcome variable.

When you select one variable, what are you comparing?

Select one of the following:

Selected variable with CLV
Selected variable average with the mean
Selected variable with a different variable
Selected variable average with the filtered average
Selected variable with all story data

Explanation

Question 70 of 80

1

Which security feature can be used to give Regional Development Coordinator roles access to only their designated regions and seed bank orders?

Select one of the following:

Inherited security
Security predicates
Separate apps for each region
Sharing rules

Explanation

Question 71 of 80

1

A customer wants to change the default blue color on a bar chart. What is the easiest way to change blue to another color?

Select one of the following:

Use conditional formatting under the bar chart widget properties by selecting the dimension.
Use conditional formatting under the bar chart widget properties by selecting the measure.
Use bindings to specify a color per bar.
Create a compare table formula to specify a hidden metric for coloring purposes.

Explanation

Question 72 of 80

1

What happens if you first disable Analytics, and then you re-enable Analytics later? Select 2

Select one or more of the following:

User permissions are removed from each defined permission set if Analytics is disabled.
User permissions are not removed from each defined permission set if Analytics is disabled.
You must define the permission sets again if Analytics is re-enabled
You must not define the permission sets again if Analytics is re-enabled.

Explanation

Question 73 of 80

1

What are two core design principles to consider when building Analytics apps or dashboards? Choose 2 answers

Select one or more of the following:

Emphasis: make sure they have space for important information, such as headlines and key charts.
Clarity: make sure they are uncluttered and easy to interpret.
Consistency: make sure they have a sense of familiarity to strengthen your users' ease of use.
Balance: make sure they have a balance of different charts to get a more interesting design.

Explanation

Question 74 of 80

1

What's a good way to see which required questions in the configuration wizard don't have default values?

Select one of the following:

Answer only questions that involve custom objects
Try each option in the dropdown one at a time
Download the app and run a SAQL query on the JSON
Click "Looks good, next" and look for questions highlighted in red

Explanation

Question 75 of 80

1

Einstein Discovery is a tool that:

Select one of the following:

Is like having a personal data scientist on staff
Replaces your team of BI experts and data analysts
Helps you hire the best data scientist for your business
Understands your business better than you do

Explanation

Question 76 of 80

1

When organizing information in an Einstein Analytics dashboard, what does the "Progressive Disclosure' design principle mean'

Select one of the following:

Only provide the user with the level of detail they need to see, with the option to drill down deeper into more details.
Utilize the latest templates for the most modern look and feel.
Intentionally omit specific details so that users can do ad-hoc exploration if needed for root-cause analysis.
Implement strict security predicates to minimize the amount of information displayed to users.

Explanation

Question 77 of 80

1

A consultant built an Einstein Analytics app for the Sales Operations team. The Sales Operations team wants to share their app with other people at the company. The consultant recommends distributing the app as an Einstein Analytics template app.

What can the consultant do to give the Sales team more choices and options with future apps that are generated from the Sales Operations app?

Select one of the following:

Update contents in the Sales Operations app and changes will be pushed down to its generated apps.
Ensure the Sales team has the necessary permissions to customize their apps.
Create a configuration wizard for the app.
Update contents in the Sales Operations app and create new template versions of the app.

Explanation

Question 78 of 80

1

What is an Einstein Discovery story?

Select one of the following:

An account of imaginary or real people and events told for entertainment
A collection of graphs, statistical analysis, and text that helps you understand the relationships between multiple outcome variables and the factors that influence those variables
A collection of graphs, statistical analysis, and text that proves exactly what caused an outcome
A collection of graphs, statistical analysis, and text that helps you understand the relationships between a single outcome variable and the factors that influence that variable

Explanation

Question 79 of 80

1

A dataset for building the Einstein Discovery story contains 72 fields that are potentially relevant predictors.
Which approach is considered best practice to assess the top predictors in order to get to a meaningful and robust model?

Select one of the following:

This dataset is too big and cannot be used in Einstein Discovery. Request a new dataset with fewer predictors.
Build the story with all the predictors and indicate that Einstein Discovery should show the top predictors.
Go back to the data preparation and reduce the number of fields to less than 30 in order to produce a story.
Build a story with a first set of predictors and assess which predictors are important to the story. Then drop the less important ones and add the predictors that were omitted in the first run and assess their impact.

Explanation

Question 80 of 80

1

A company created a dataset called myExternalDataset. It contains a dimension, called UserRegion, that is populated by the standard User object's picklist: Region.

The company has security requirements for this dataset:

1. Only a subset of users should be able to access the dataset.

2. Users who can access the dataset should see only data that belongs to their region.

In which two ways can an Einstein Analytics consultant help them implement these requirements? Choose 2 answers

Select one or more of the following:

Save the dataset under "My Private App" so only a subset of selected users can access the dataset.
Use a security predicate in the dataset so users can see only rows belonging to their respective regions.
Create a sharing rule in Salesforce based on the Region field in the user object and set the dataset to inherit sharing from Salesforce.
Save the dataset under a new application and give "viewer" access to a public group containing the list of users allowed to see the dataset.

	Created by Patrick Dare over 4 years ago

Year 11 IT Quiz on Analytics 2, created by Patrick Dare on 16/04/2020.

Analytics 2

Question 1 of 80

Select one of the following:

Explanation

Question 2 of 80

Select one of the following:

Explanation

Question 3 of 80

Yasmine wants to create a lens with the Seed Bank Orders dataset, but she currently doesn't see any rows in the dataset. Since Yasmine is Hadiqa's manager, Yasmine asks Hadiqa if she's experiencing the same problem, but Hadiqa replies that she can see all the rows. Why is this happening?

Select one of the following:

Explanation

Question 4 of 80

Select one of the following:

Explanation

Question 5 of 80

A customer displays a lot of data and wants a way to dynamically emphasize certain values on a bar chart in order to properly grab the user's attention. What can an Einstein Consultant use to accomplish this task?

Select one of the following:

Explanation

Question 6 of 80

Select one of the following:

Explanation

Question 7 of 80

Select one of the following:

Explanation

Question 8 of 80

To use the Sales Analytics app, which permission set license do you need?

Select one of the following:

Explanation

Question 9 of 80

Which of the following is true about the Service Analytics Overview dashboard?

Select one of the following:

Explanation

Question 10 of 80

Select one of the following:

Explanation

Question 11 of 80

Select one of the following:

Explanation

Question 12 of 80

Select one of the following:

Explanation

Question 13 of 80

What is a valid permission for a permission set?

Select one of the following:

Explanation

Question 14 of 80

Creating an Einstein Discovery story involves:

Select one of the following:

Explanation

Question 15 of 80

When creating a story in Einstein Discovery, do all potential collinear fields need to be removed before executing the build story?

Select one of the following:

Explanation

Question 16 of 80

A consultant is asked to configured a user to view a dashboard, within a designated app, without the ability to create and save lenses. After adding the user to the app, which action should the consultant take to implement this requirement?

Select one of the following:

Explanation

Question 17 of 80

What are Einstein Analytics prebuilt permission sets? Select 2:

Select one or more of the following:

Explanation

Question 18 of 80

Einstein found a recommendation to improve the story: apparently there are two variables that behave the same. Given there is no additional information, what is the correct action?

Select one of the following:

Explanation

Question 19 of 80

Select one of the following:

Explanation

Question 20 of 80

Which of the following are requirements for enabling Analytics for Communities?

Select one of the following:

Explanation

Question 21 of 80

A consultant created an Einstein Analytics dashboard in a sandbox. Now, the dashboard needs to be migrated into production. To complete the migration, what are the consultant's three options? Choose 3 answers

Select one or more of the following:

Explanation

Question 22 of 80

Select one of the following:

Explanation

A customer displays a lot of data and wants a way to dynamically emphasize certain values on a bar chart in order to properly grab the user's attention.

What can an Einstein Consultant use to accomplish this task?

A consultant is asked to configured a user to view a dashboard, within a designated app, without the ability to create and save lenses.

After adding the user to the app, which action should the consultant take to implement this requirement?

A consultant created an Einstein Analytics dashboard in a sandbox. Now, the dashboard needs to be migrated into production.

To complete the migration, what are the consultant's three options? Choose 3 answers

The edgemart transformation gives the dataflow access to an existing, registered dataset that can contain Salesforce data, external data, or a combination of both.

Where is an edgemart transformation specified?

A consultant built an Einstein Analytics dashboard for a company. The company then requested an enhancement to the dashboard and provided additional data that needs to be displayed. As a result, the consultant decides to "augment" the dataflow.

Which phrase describes this transformation?

Universal Containers has a Sales Manager dashboard. They need to build a table as shown in the graphic and calculate the summary as the first line in a compare table.

How can the summary be calculated?