Analytics Consultant Certification Practice Exam

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• Which type of data can be processed using the sfdcDigest transformation?
• How does Salesforce treat calculated fields during row-level security applications?
• What are the various methods available for creating a query in analytics?
• How can a field be excluded from a Discovery model?
• What type of binding allows the dynamic update of other values based on a changing query?
• What defines a control-able variable in predictions and insights?
• What is the method to report on Analytics use and adoption?
• What transformation can be applied to obtain the hour from a timestamp for analysis?
• How can multiple data selections be processed in a dashboard widget?
• If a new security predicate has been added but users can still see data they do not own, what must they do?
• What is the default limit when downloading filtered data in queries?
• Why might faceting not be available for some queries?
• What is the primary function of an extended metadata file in analytics?
• How can the format of a measure be edited?
• When using connected data sources, what is a key aspect to ensure accurate analysis?
• What method can be used to achieve an accurate timeseries prediction during partial date grouping?
• What is the main benefit of reducing the number of queries in a dashboard?
• What permission grants view-only access to Analytics?
• What feature helps to monitor events based on certain thresholds in Analytics?
• What is the key combination to view the JSON of a dashboard?
• Which of the following best describes a KPI in Analytics?
• What is the function of the Einstein Discovery Writeback app exchange package in Salesforce?
• How can calendar and fiscal year differences be managed in analytics?
• What is a primary method for cleaning up data with typos or inconsistencies?
• Is it possible to change the start day of week numbers in analytics?
• What method allows you to distinguish between a background image and an overlay image?
• Which option allows customization of user access in a Community within Analytics?
• What does an update transformation accomplish?
• Can an Analytics link be used to pass in Salesforce parameters?
• How can you sort a stacked bar chart by the sum of segmented values using the SAQL editor?
• Which data warehouse connector is supported natively by the Analytics Engine?
• What does an inner join transformation do?
• What method must be used if you want to perform complex calculations in analytics?
• Which of the following is essential for effective data visualization in dashboards?
• What is a field transformation intended to do?
• How can you add a calculated field to a step in analytics?
• What type of step "flex" is used when a query is generated through the UI?
• How can the color for values on a chart be changed?
• What is an important consideration when working with connected data sources in a dashboard?
• What does the append transformation do in data processing?
• How can you visualize trends over a longer period using discrete activities?
• How can an application or dashboard be shared within a Community?
• What can dashboard views be described as?
• How can you limit the results of a query?
• What purpose do formula fields serve in recipes?
• What tool is NOT necessary for filtering Analytics rows for a specific Account?
• Which visualization technique allows for the simultaneous analysis of correlation?
• What controls data access at the authentication level within Analytics?
• What feature helps in obtaining recommendations for improving dashboard performance?
• Why is utilizing groups beneficial for defining security?
• What is the function of the "show recipe metadata" button?
• In a chart, how are stacked segments sorted?
• Can Community Users access Einstein Analytics?
• What type of chart is best suited for illustrating the comparison of data sets?
• How is an example of bucketing a measure field demonstrated?
• What is the maximum number of notifications each user can set in Analytics?
• Which of the following transformations can a Recipe handle more efficiently than a dataflow?
• What is the most common method to address missing data values?
• What feature allows for the modification of displayed values on charts easily?
• What occurs if you open a saved view that includes references to missing data?
• What will happen if a Salesforce (SF) field referenced in an Enterprise Application is deleted?
• What are two other names for a waterfall chart?
• What does the GINI coefficient measure?
• What happens to an annotation if the widget it is related to is deleted?
• What does the 'Why it Happened' feature in predictions display?
• What is a necessary step before applying the delta transformation?
• What does a transformation using a left join imply about dataset size?
• What is an essential step to view assets impacted by an app upgrade in analytics?
• What best describes the limit of rows for a predictive model in Salesforce?
• What is the consequence of removing a step referenced by another step in a recipe?
• What does the export transformation achieve in the context of dataflows?
• What are gauge charts best for?
• What type of values can lead to complications in join data operations?
• How many stories can a single Salesforce org create per day?
• What is the main purpose of the "grain" in analytics?
• How can you identify performance issues in a dashboard?
• What is the maximum file size allowed for all external uploads within a rolling 24-hour period?
• What is required to facet queries from one dataset using filters from another?
• In which context is a histogram employed during data preparation?
• Connected data sources allow for what kind of report generation in analytics?
• Which of the following connectors allows interaction with marketing tools in the Analytics Engine?
• What is the maximum number of days that data can be preserved in the Event Monitoring Analytics App?
• What is required to perform a bulk action on Salesforce records from within Analytics?
• In the context of Analytics, what does the term 'dimension' typically refer to?
• What distinguishes a dimension from a measure in analytics?
• What can you do to preserve dashboard customizations while reconfiguring an app?
• What is referred to as the "root object" in a dataset hierarchy?
• Which data type accommodates both numeric and non-numeric data in SAQL?
• What is the purpose of indexing in Analytics?
• What is the maximum size of an external data upload?
• What is the purpose of the dataset builder?
• What is a security predicate in the context of data access?
• What method is used to implement row-level security based on roles in a security predicate?
• What happens when you select a left join in data transformation?
• What is required to prevent filters from a linked dashboard from passing into global filters?
• What role does data connectivity play in dashboard performance?
• What is the maximum number of records per object accessible to a user without modify all permissions?
• In what context are static queries relevant for faceting?
• What is the primary purpose of k-fold cross validation in machine learning?
• What does an AE Story focus on?
• What is the main difference between a selection and a global filter in a dashboard?
• Which chart type would an AE consultant use to stack opportunity value by forecast category?
• What critical update should be enabled to maintain sharing inheritance for users with access to more than 3,000 opportunities?
• What is the maximum number of pages suggested for optimizing dashboard performance?
• What action should be taken regarding apps if the managing user is temporarily unavailable?
• Which type of program is indicated for classifying a donation?
• In Analytics, how are numeric values internally represented?
• What tool is used to manage the deletion of datasets?
• What is the result of using event-based scheduling in dataflows?
• When querying multiple datasets, what filter selections are broadcast?
• Which scenario would necessitate the use of a binding rather than a selection?
• Which type of filter is generally better for improving dashboard performance?
• Which option allows for grouped average sizes displayed as bubble size?
• What is the maximum number of queries allowed per user per day in Salesforce?
• Where can statistical information for measure columns be viewed during dataset assembly?
• What is the primary function of the dataset builder in Analytics?
• Which capability does the external API provide?
• What is the best way to create a personalized dashboard for a consultant to view only their own opportunities?
• How can one access the API in an analytics environment?
• What technique is used to represent data storytelling in a dashboard?
• What is the function of the 'Share' option in dashboard views?
• When would you use "in" instead of "==" in defining a security predicate?
• How does a left join transformation differ from a lookup?
• Which application can help in viewing event logs for analytics assets?
• What chart is particularly good at comparing measures across two dimensions?
• For what reason might you protect a variable in a Discovery model?
• What type of function is used to create a URL in ungrouped dimensions?
• Which of the following describes the purpose of a metadata file when defining security predicates?
• In an inner join, what happens to rows without a match in either dataset?
• What is the maximum number of Prediction API calls allowed per organization each month?
• How do global filters apply to widgets by default?
• What is the primary function of a slice transformation?
• What does locking a global filter achieve in data visualization?
• What can Community users do to manipulate data or settings in Analytics?
• What is the minimum number of SF report rows required to gain Analytics insights?
• What does null measure handling do in data calculations?
• Where can security predicates be defined for datasets created from a dataflow?
• What are the dataset storage limits for a Plus license in Analytics?
• What is the maximum number of objects synced for Growth/Plus licenses?
• What is the primary purpose of data normalization?
• If you remove a field from a recipe preview, what happens to that field in the dataset?
• Which of the following chart types is used to demonstrate relationships between variables?
• What is a prediction category considered in the context of analytics?
• How can you use faceting to create a dynamic map?
• What are four ways you can share a visualization?
• What visualization is most appropriate for showing part-to-whole relationships?
• What are the three basic actions within an Analytics query?
• What does security metadata drift refer to?
• What action should be taken when assessing outliers in exploratory analysis?
• What happens to an app when a user who manages it is deactivated?
• What indicates the steps taken to improve a dashboard’s performance?
• How are null values differentiated from empty strings in the recipe builder?
• What occurs to values that Analytics does not recognize as dates when using the To Date transformation?
• What must be checked when ensuring that all users have the correct data visibility in Analytics?
• What is a limitation of SAQL queries when handling larger data volumes?
• How do you ensure global filters and facets pass to a linked Analytics asset from a dashboard?
• What is the primary purpose of a pivot table?
• What is the purpose of defining security predicates in analytics?
• What is the significance of using a scatter plot in analyzing variables?
• For Sales/Service licenses, how many custom objects and dataflows are allowed?
• What might experience drift when utilizing incremental sync, aside from security settings?
• Which type of analysis is facilitated by the use of connected data sources?
• What is the purpose of conditional formatting in analytics?
• What is the simplest way to display images representing dimension groupings?
• What is the default operation for running data syncs in Analytics?
• What is the initial priority when designing an app?
• What does the filter transformation do in a dataset?
• What capability does the Edit Recipes permission provide to users?
• What is the outcome of using a full outer join on two datasets?
• How many groupings are allowed in a compare table?
• What is the purpose of a calendar heat map?
• What occurs to a graph's bars when differences are statistically similar or unsound?
• What is the maximum number of records that Data Insights can analyze?
• Which function shows how different variables impact the outcome in predictions?
• What are the two types of bindings in Analytics?
• How many dataflow runs are allowed per 24 hour period?
• What does a Lookup transformation do?
• How are null values processed when grouping records?
• How should the most important information in a dashboard be organized?
• Under what conditions can Salesforce user tokens (user.id) be used as filters?
• When will a user need to refresh a story with the latest data?
• What is the process to modify Salesforce records in bulk from Analytics?
• What characterizes a dependent global filter?
• Which common browser does not support Analytics?
• In the context of Analytics, what does "Grouping by Dimension" refer to?
• Which of the following is a feature available via API uploads?
• How can you control logins and sharing on mobile devices for a dashboard?
• How many concurrent story creations are allowed per Salesforce org?
• Which of the following represents the different levels of app sharing access?
• Which of the following is a primary advantage of using the visual builder in Analytics?
• What is the default number of rows allowed on the compare table in dataflows?
• What is a key use of the Einstein Discovery Writeback app in Salesforce analytics?
• How can future data points be predicted using existing data?
• What combination allows for easy viewing of sum and average opportunity amounts by dimensions?
• How many external jobs can be run in a 24-hour period at maximum?
• What is the fastest story creation option if future predictions are not a concern?
• Can a step in a recipe that is referenced by another step be removed?
• What defines high cardinality in a dataset?
• What is the primary difference between left and right datasets in an Analytics comparison?
• Where can you define a rowLevelSecurityFilter?
• What is the function of coalesce in SAQL?
• What transformation can be used to handle historical trends in data?
• What does the Register transformation do in data processing?
• Which tool is NOT used for scoring Salesforce records in bulk?
• What is the main difference between a selection and a query in data filtering?
• Which function is used to predict future values on a line chart in SAQL?
• Which scenario benefits the most from connected data sources in a dashboard?
• Which option should be used for a list of strings in security predicates?
• What does the delta transformation calculate in a dataset?
• What are ordinal values, and why can they be problematic?
• Which query types are unavailable when creating a new query in the UI?
• What defines a not created dataset in the dataset manager?
• What should be considered when setting up connected data sources in a dashboard?
• What feature allows you to aggregate data from various datasets in a dashboard?
• How do you configure Salesforce Actions at the dataset level?
• What aspect does a global filter affect in a dashboard?
• Which of the following is an example of a controllable variable?
• What is the primary benefit of using a heat map?
• Which option is crucial for enabling sharing settings in analytics?
• What is the maximum number of Salesforce objects to which models can be deployed using automatically created prediction fields?
• Which of the following is NOT an enterprise application connector available in Analytics Engine?
• How can you show or hide fields in a chart based on a single query?
• Which of the following are considered basic actions in analytics?
• What does the append transformation do in data preparation?
• Which tool can be used to score Salesforce records in bulk?
• Which tools can assist in optimizing dashboard performance?
• How many active models can a single prediction definition have?
• What is the method to set default fields for a dataset when viewed as a table?
• What is the maximum number of characters allowed in a field?
• What does a JSON view of a dashboard typically contain?
• How must double quotes be handled when manipulating JSON or metadata files?
• What is the maximum number of stories that can be created per organization each month?
• What does the 'Create and Update Einstein Discovery Stories' permission entail?
• What permission is required in order to create an Analytics dashboard?
• In which situation is it impossible to create a custom query?
• Why should stories be based off a static dataset?
• If a required field is not visible while using an app wizard, what could be the reason?
• How does the number of outcomes affect predictive model reliability?
• What distinguishes a scatter plot from a dot plot?
• How can you manage navigation through an app you oversee?
• What does overfitting refer to in predictive modeling?
• What aspect of data does the aggregate function typically consolidate?
• What is the maximum number of Opportunity Sharing Rules that can use inherited security settings in Analytics?
• What is the first step in the data exploration process?
• What is the method used to filter an Analytics dashboard specific to an Account in the Salesforce Sales app?
• Which type of dashboard can potentially expose data to unauthorized users?
• What is the maximum number of fields allowed in a record within Analytics?
• What functionality does the API provide that the UI lacks?
• How do computeExpression and computeRelative transformations differ in functionality?
• What is an important consideration when scheduling data synchronization?
• What sort of chart can show patterns based on multiple related metrics?
• What benefit do global filters provide in a dashboard environment?
• What is the main function of the augment transformation?
• What is collinearity in the context of predictive modeling?
• Which method allows embedding an Analytics dashboard on a web page or app?
• How can you share discovery insights effectively?
• How can multiple charts be viewed side-by-side for pattern detection?
• How can you create user-defined values on a list widget?
• How are visually similar data differences represented in insights graphs?
• What does the term 'linked widgets' refer to in a dashboard context?
• What is the main purpose of preserving data in Event Monitoring Analytics?
• What is a key benefit of setting email notifications for KPIs in Analytics?
• What are the three filter-related settings available for each step in analytics?
• What component can be utilized within a container for overlay and image effects?
• What happens if you try to restore a dataset that is older than two versions?
• How can you ensure a sync is complete before executing a dataflow?
• How can users that are not covered by inherited sharing be identified?
• When is it most effective to use connected data sources in a dashboard?
• Which visualization is best for showing composition of data segments?
• Are the contents of My Private App visible to administrators?
• What does the 'What is the Difference' feature do in prediction builder?
• What is the primary benefit of integrating various datasets in your dashboard analytics?
• What does restoring a dataset not affect?
• Which transformation is suited for finding outliers in a dataset?
• Which type of chart would be best for displaying correlations between two numerical variables?
• Can you rely exclusively on sharing inheritance in a security setup?
• Which chart type is typically used to indicate distribution patterns of data?
• What term is used for what was previously called a "Step" in data queries?
• What chart can help you visualize the distribution of a measure from one grouping to another?
• What is the batch size limit for dataflows?
• When is it more appropriate to use a binding rather than a facet?
• For bulk modifications to Salesforce records, Salesforce help articles can assist if you use which method?
• Which of the following actions is part of an Analytics query?
• What is the minimum number of records suggested for building reliable predictive models?
• Which chart would you use to analyze time series data effectively?
• What is an advantage of using multiple datasets in dashboard analytics?
• What outcome does a full outer join transformation provide?
• Which setting must be selected to ensure filters are passed correctly to linked widgets?
• Which of the following best describes 'removing fields from a dataset'?
• Which chart type may be employed to analyze trending data over time?
• What is the purpose of the edgemart transformation?
• What type of chart can help highlight trends for categorical data?
• What is the primary advantage of using prediction fields in Salesforce?
• What is a security consideration when using thumbnail previews?
• What is the primary function of Data Sync?
• When a widget is added to multiple pages, do changes to the widget on one page affect the widget on other pages?
• In what scenario would the append transformation allow for different schemas?
• To what type of fields can you add an action menu?
• What is the primary difference between an integration user and a security user in Analytics?
• What can create a more holistic view of business performance in analytics?
• What is defined as the lowest object in the hierarchy during extraction?
• How can you ensure a dashboard is accessible on mobile devices?
• What is a main benefit of stories created from static datasets?
• What does the aggregate function accomplish in recipes?
• What must be enabled on dashboard widgets to allow annotations?
• In which four locations can SAQL be used?
• In dataflow, what can be a source of information leaks?
• What happens when using the Restore Dataset button?
• What is the main goal of analyzing outliers in a dataset?
• What is a best practice for optimizing dashboard performance in Analytics?
• What is the key characteristic of a right join transformation?
• How is row-level security primarily achieved in a dataset?
• How does a user receive notifications for KPIs?
• What does the 'aggregate' function do in SAQL?
• What is one of the major sharing inheritance limitations in analytics?
• Which of the following is NOT one of the four types of selection-based filters?
• How can Analytics apps be best described in terms of their function?
• What kind of data does the compute transformation work with?
• Is it possible to recover a deleted Analytics app?
• Why should joins be avoided with many-to-many relationships?
• What is required to delete another user's private datasets?
• Which of the following is a requirement for preserving dashboard customizations?
• Which element comes after 'Purpose' in the order of priorities for app design?
• Which transformation is used to add data from Salesforce into a dataflow?
• What is indicated by cleaning data with 'clusters and anomalies'?
• In the context of exploratory analysis, why are outliers significant?
• When would a radar chart be more appropriate than a stacked bar chart?
• How can dates be standardized effectively in data preparation?
• Which reporting feature enhances the analysis capability by pulling in data from different sources?
• What does the fill function do in SAQL?
• Which of the following best describes the function of a column profile?
• What additional connector is supported by Analytics Engine besides data warehouses?
• What is the maximum number of synced dataflow definitions allowed?
• What permissions allow modifications in dashboards used for analytics?