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Question 50/83
You have a Fabric tenant that contains customer churn data stored as Parquet files in OneLake.
The data contains details about customer demographics and product usage.
You create a Fabric notebook to read the data into a Spark DataFrame. You then create column charts in the notebook that show the distribution of retained customers as compared to lost customers based on geography, the number of products purchased, age, and customer tenure.
Which type of analytics are you performing?
The data contains details about customer demographics and product usage.
You create a Fabric notebook to read the data into a Spark DataFrame. You then create column charts in the notebook that show the distribution of retained customers as compared to lost customers based on geography, the number of products purchased, age, and customer tenure.
Which type of analytics are you performing?
Correct Answer: B
Descriptive analytics tells what happened in the past, presenting it as numbers and visuals in reports and dashboards.
Diagnostic analytics gives the reason why something happened.
Predictive analytics determines the potential outcomes of present and past actions and trends.
Prescriptive analytics offers decision support for the best course of action.
Given the scenario in the question where data is read into a Spark DataFrame and column charts are created to show the distribution of retained customers compared to lost customers based on various factors, this falls under the definition of descriptive analytics. No future predictions or prescriptions are made, nor are reasons for the past events provided.
Diagnostic analytics gives the reason why something happened.
Predictive analytics determines the potential outcomes of present and past actions and trends.
Prescriptive analytics offers decision support for the best course of action.
Given the scenario in the question where data is read into a Spark DataFrame and column charts are created to show the distribution of retained customers compared to lost customers based on various factors, this falls under the definition of descriptive analytics. No future predictions or prescriptions are made, nor are reasons for the past events provided.
- Question List (83q)
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- Question 7: You have a Fabric tenant that contains a warehouse. Several ...
- Question 8: You have a Fabric tenant that contains a lakehouse named Lak...
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- Question 10: Hotspot Question You have a Fabric tenant that contains thre...
- Question 11: You have a Fabric tenant that contains 30 CSV files in OneLa...
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- Question 14: You plan to deploy Microsoft Power BI items by using Fabric ...
- Question 15: Hotspot Question You have a Fabric workspace that uses the d...
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- Question 17: Hotspot Question You have a Fabric tenant that contains a wo...
- Question 18: Note: This question is part of a series of questions that pr...
- Question 19: You are the administrator of a Fabric workspace that contain...
- Question 20: You have a Fabric notebook that has the Python code and outp...
- Question 21: Note: This question is part of a series of questions that pr...
- Question 22: You have a Fabric tenant named Tenant1 that contains a works...
- Question 23: Hotspot Question You have a Fabric tenant that contains a Py...
- Question 24: You need to create a Microsoft Power BI file that will be us...
- Question 25: Drag and Drop Question You are building a solution by using ...
- Question 26: Hotspot Question You have a Microsoft Power BI report and a ...
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- Question 28: You have a Fabric tenant. You are creating a Fabric Data Fac...
- Question 29: You have a Fabric tenant that contains a machine learning mo...
- Question 30: You are developing a Microsoft Power BI semantic model. Two ...
- Question 31: You have a Fabric tenant that contains a semantic model. The...
- Question 32: You have a Fabric workspace that contains a Microsoft Power ...
- Question 33: Drag and Drop Question You have a Fabric tenant that contain...
- Question 34: You have a Fabric tenant that contains a warehouse. The ware...
- Question 35: You have a Fabric workspace named Workspace1 that is assigne...
- Question 36: Hotspot Question You are creating a report and a semantic mo...
- Question 37: Hotspot Question You have a Fabric tenant that contains a la...
- Question 38: Note: This question is part of a series of questions that pr...
- Question 39: Case Study 1 - Contoso Overview Contoso, Ltd. is a US-based ...
- Question 40: Hotspot Question You have a Fabric workspace that contains a...
- Question 41: Hotspot Question You have a Fabric lakehouse named Lakehouse...
- Question 42: You have a Fabric tenant. You are creating a Fabric Data Fac...
- Question 43: Hotspot Question You have a Fabric tenant. You plan to creat...
- Question 44: Hotspot Question You have a Fabric warehouse that contains a...
- Question 45: You have a Microsoft Power BI report named Report1 that uses...
- Question 46: Note: This section contains one or more sets of questions wi...
- Question 47: You have a Fabric tenant that contains a warehouse named DW1...
- Question 48: Drag and Drop Question You have a Fabric tenant that contain...
- Question 49: Case Study 1 - Contoso Overview Contoso, Ltd. is a US-based ...
- Question 50: You have a Fabric tenant that contains customer churn data s...
- Question 51: You have a Fabric workspace named Workspace1. You need to cr...
- Question 52: You have a Fabric tenant that contains a semantic model. You...
- Question 53: You have a Fabric tenant that contains a lakehouse named Lak...
- Question 54: You have a Microsoft Power BI semantic model that contains m...
- Question 55: Note: This question is part of a series of questions that pr...
- Question 56: You have a query in Microsoft Power BI Desktop that contains...
- Question 57: You have a Fabric workspace named Workspace1 that contains a...
- Question 58: You are creating a semantic model in Microsoft Power BI Desk...
- Question 59: Note: This question is part of a series of questions that pr...
- Question 60: Hotspot Question You have a data warehouse that contains a t...
- Question 61: Hotspot Question You have a Fabric tenant that contains a la...
- Question 62: You have a Fabric workspace named Workspace1 that contains a...
- Question 63: Drag and Drop Question You are implementing two dimension ta...
- Question 64: Hotspot Question You have a Fabric tenant that contains lake...
- Question 65: You have a Fabric workspace that contains a complex semantic...
- Question 66: Case Study 1 - Contoso Overview Contoso, Ltd. is a US-based ...
- Question 67: Note: This question is part of a series of questions that pr...
- Question 68: Hotspot Question You have the following T-SQL statement. (Ex...
- Question 69: Case Study 1 - Contoso Overview Contoso, Ltd. is a US-based ...
- Question 70: Hotspot Question You have a Fabric warehouse that contains t...
- Question 71: Note: This question is part of a series of questions that pr...
- Question 72: Note: This question is part of a series of questions that pr...
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- Question 76: Case Study 2 - Litware, Inc Overview Litware, Inc. is a manu...
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- Question 78: You have a Fabric tenant that contains a lakehouse named Lak...
- Question 79: You have a Fabric tenant. You are creating a Fabric Data Fac...
- Question 80: Drag and Drop Question You create a semantic model by using ...
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