You have a Fabric notebook that has the Python code and output shown in the following exhibit. Which type of analytics are you performing?

The correct answer is A. descriptive. The four types of analytics are: Descriptive (what happened), Diagnostic (why it happened), Predictive (what will happen), and Prescriptive (what should we do). The notebook shown uses Python to summarize and describe existing data - typical operations include value counts, summa

Submitted by fatima_kr· Apr 18, 2026Explore and analyze data

Question

Exhibit

Options

Adescriptive
Bdiagnostic
Cprescriptive
Dpredictive

How the community answered

(31 responses)

A
87% (27)
B
3% (1)
C
6% (2)
D
3% (1)

Explanation

The four types of analytics are: Descriptive (what happened), Diagnostic (why it happened), Predictive (what will happen), and Prescriptive (what should we do). The notebook shown uses Python to summarize and describe existing data - typical operations include value counts, summary statistics, or aggregations over historical records. This is descriptive analytics because it characterizes and summarizes what the data contains without attempting to explain causation, forecast future outcomes, or recommend actions. Descriptive analytics is the foundation of data analysis and is recognized by its use of aggregations, distributions, and summary statistics on historical data.

Topics

#Descriptive analytics#Types of analytics#Data analysis concepts#Fabric notebooks

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