Please work this example using data relevant to Chicago.

Your solution should include the following attributes:

1. Please explain your data and its meaning to Chicago.

2. Please provide a reference to your data.

3. Please allow us to obtain an independent copy of your data.

4. Visualization: please graph your data in a line graph.

Bonus points for using SageMath to present your solution.