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Question 72 - CBDA discussion

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A grocery store chain has requested help in determining how customer preferences are changing with regards to home delivery. An analytics team has completed researching the number of online orders received requesting home delivery versus in-store pickup. The business analyst has selected a model to enable a quick comparison between curbside pick-up, in-store pickup, and home delivery for the last 3 years. Which model has the business analyst chosen?

A.
Pie chart
Answers
A.
Pie chart
B.
Funnel chart
Answers
B.
Funnel chart
C.
Scatter plot
Answers
C.
Scatter plot
D.
Bar chart
Answers
D.
Bar chart
Suggested answer: D

Explanation:

Explanation: A bar chart is a graphical representation of data that uses rectangular bars of different heights or lengths to show the values of one or more variables1. A bar chart is suitable for comparing the number of online orders received requesting different types of delivery options for the last 3 years, as it can show the frequency or proportion of each category across time.A bar chart can also help identify trends, patterns, or outliers in the data2. A pie chart is a circular chart that shows the relative sizes of data points in a whole by using different-sized and colored slices3. A pie chart is not suitable for comparing the number of online orders received requesting different types of delivery options for the last 3 years, as it can only show the distribution of one variable at a time, and it does not show the changes over time.A pie chart can also be misleading or confusing if there are too many categories or if the slices are too similar in size4. A funnel chart is a type of chart that shows the stages of a process and the amount of data that passes through each stage5. A funnel chart is not suitable for comparing the number of online orders received requesting different types of delivery options for the last 3 years, as it does not show the categories of delivery options, but rather the progression of customers through a sales or marketing funnel.A funnel chart can help visualize the conversion rates, drop-off rates, or bottlenecks in a process6. A scatter plot is a type of chart that shows the relationship between two numerical variables by using dots to represent the values of each pair of data points. A scatter plot is not suitable for comparing the number of online orders received requesting different types of delivery options for the last 3 years, as it does not show the categories of delivery options, but rather the correlation or association between two continuous variables.A scatter plot can help identify the direction, strength, and shape of the relationship, as well as any outliers or clusters in the data.

asked 18/09/2024
Navaid Ali
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