Scatter Plot

Scatter Plot

Sales vs Profit with Color and Size Encoding

Chart Description

This scatter plot uses Sales on the x-axis and Profit on the y-axis. The size and color of each point represent the number of Customers.

Dataset Attributes Used

The dataset includes:

Month: categorical time attribute
Sales: quantitative value
Profit: quantitative value
Customers: quantitative value used for size and color

Analysis

The chart shows a positive relationship between Sales and Profit. As Sales increase, Profit also tends to increase. Larger and darker points indicate months with more customers, which suggests that customer volume is associated with higher business performance.

Why Color and Size Were Useful

Adding both color and size makes the chart more informative because it shows a third quantitative attribute without needing another axis. This improves the visualization and helps compare multiple dimensions at once.

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ICE - 9 - Vinil Karmilla

Vinil Karmilla