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You are working on a project that involves analyzing customer feedback data for a retail company. The data includes categorical variables such as 'Product Category' and 'Customer Satisfaction Level'. Your goal is to visualize the frequency distribution of these categorical variables to identify trends and patterns. Considering the need for clarity, ease of interpretation, and the ability to compare different categories, which visualization technique would you choose? (Choose one correct option)
A
Line plot, as it effectively shows trends over time for each category.
B
Histogram, because it can display the distribution of categories by grouping them into bins.
C
Bar chart, as it allows for easy comparison of frequencies across different categories with discrete bars.
D
Scatter plot, to explore the relationship between two categorical variables.