IM 7.9.5 Lesson: How Crowded Is this Neighborhood?

The figure shows four squares. Each square encloses an array of dots. Squares A and B have side length 2 inches. Squares C and D have side length 1 inch.[br][br][img]data:image/png;base64,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[/img][br][br]Use these squares to complete the table below.
Compare each square to the others. What is the same and what is different?
The figure shows two arrays, each enclosed by a square that is 2 inches wide.[br][br][img]data:image/png;base64,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[/img][br][br]Let [math]a[/math] be the area of the square and [math]d[/math] be the number of dots enclosed by the square. For each square, plot a point that represents its values of [math]a[/math] and [math]d[/math].  Start by choosing an appropriate scale for each axis, using the sliders to adjust the intervals on the applet below.
Draw lines from [math](0,0)[/math] to each point. For each line, write an equation that represents the proportional relationship.
What is the constant of proportionality for each relationship?
What do the constants of proportionality tell us about the dots and squares?[br]
This image depicts an area that is 0.3 kilometers long and 0.2 kilometers wide. Find the number of houses per square kilometer.
This image depicts an area that is 0.4 kilometers long and 0.2 kilometers wide. Find the number of houses per square kilometer.
[size=150][list][*]New York City has a population of 8,406 thousand people and covers an area of 1,214 square kilometers.[/*][*]Los Angeles has a population of 3,884 thousand people and covers an area of 1,302 square kilometers.[/*][/list][/size][br]The points labeled [math]A[/math] and [math]B[/math] on the applet below each correspond to one of the two cities. Which is which?
Label them on the graph.
Write an equation for the line that passes through [math](0,0)[/math] and [math]A[/math]. What is the constant of proportionality? 
Write an equation for the line that passes through [math](0,0)[/math] and [math]B[/math]. What is the constant of proportionality?
What do the constants of proportionality tell you about the crowdedness of these two cities?  
Predict where these types of regions would be shown on the graph:
a suburban region where houses are far apart, with big yards
a neighborhood in an urban area with many high-rise apartment buildings
a rural state with lots of open land and not many people
Next, use this data to check your predictions:
[img]data:image/png;base64,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[/img][br][br]How did your predications compare?
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Information: IM 7.9.5 Lesson: How Crowded Is this Neighborhood?