Question

It could be any dataset that relates to any social justice issue.

Using one dataset from your group's project, complete the following tasks:
Create two (2) "compute" or "relate" statistical questions for this dataset.
Using Excel, create an appropriate chart to visualize one of your statistical questions.
Using Python/pandas/matplotlib, create an appropriate chart to visualize the other statistical question.
Give two (2) statements that would interpret the data that you analyzed/visualized in your dataset.

Answer 1

In this high school mathematics question, a dataset related to a social justice issue is analyzed and visualized using Excel and Python/pandas/matplotlib.

Step-by-step explanation:

Statistical Questions:

• 1. What is the average income of individuals in the dataset?
• 2. How does the level of education impact the income of individuals in the dataset?

Visualization:

Using Excel, you can create a bar chart to visualize the average income of individuals in the dataset. Each bar represents a different income range, and the height of the bar represents the frequency or count of individuals falling into that income range.

Using Python/pandas/matplotlib, you can create a scatter plot to visualize the relationship between education level and income. Each data point represents an individual, with their education level on the x-axis and their income on the y-axis.

Data Interpretation:

• 1. The dataset shows that the average income of individuals is $50,000 per year.
• 2. The data analysis reveals that individuals with higher levels of education tend to have higher incomes compared to those with lower levels of education.