IM 8.7.10 Lesson: Representing Large Numbers on the Number Line

Label the tick marks on the number line.
[size=150]Explain your reasoning.[/size]
Drag the points to their proper places on the number line.
[size=150]Explain your reasoning.[/size]
Discuss with a partner how you decided where each point should go.[br][br]
Which is larger, 4,000,000 or [math]75\cdot10^5[/math]? Estimate how many times larger.
The table shows how fast light waves or electricity can travel through different materials:
[img]data:image/png;base64,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[/img][br][br]Which is faster, light through diamond or light through ice? 
How can you tell from the expressions for speed?
[size=150]Let’s zoom in to highlight the values [math](2.0)\cdot10^8[/math] between  and [math](3.0)\cdot10^8[/math].[/size]
Plot a point for each speed on both number lines, and label it with the corresponding material.
There is one speed that you cannot plot on the bottom number line. Which is it? Plot it on the top number line instead.
Which is faster, light through ice or light through diamond?
How can you tell from the number line?
Find a four-digit number using only the digits 0, 1, 2, or 3 where:
[list][*]the first digit tells you how many zeros are in the number,[/*][*]the second digit tells you how many ones are in the number,[/*][*]the third digit tells you how many twos are in the number, and[/*][*]the fourth digit tells you how many threes are in the number.[/*][/list][size=150]The number 2,100 is close, but doesn’t quite work. The first digit is 2, and there are 2 zeros. The second digit is 1, and there is 1 one. The fourth digit is 0, and there are no threes. But the third digit, which is supposed to count the number of 2’s, is zero.[br][/size][br]Can you find more than one number like this?
How many solutions are there to this problem? Explain or show your reasoning.

IM 8.7.10 Practice: Representing Large Numbers on the Number Line

Find three different ways to write the number 437,000 using powers of 10.
For each pair of numbers below, mark the number that is greater. Estimate how many times greater.
[size=150]What number is represented by point [math]A[/math] in the applet below? Explain or show how you know.[/size]
[size=150]Here is a scatter plot that shows the number of points and assists by a set of hockey players. Select [b]all [/b]the following that describe the association in the scatter 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[/img]
[size=150]Here is the graph of days and the predicted number of hours of sunlight, [math]h[/math], on the [math]d[/math]-th day of the year. [/size][br][img]data:image/png;base64,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[/img][br][br]Is hours of sunlight a function of days of the year? Explain how you know.
For what days of the year is the number of hours of sunlight increasing? 
For what days of the year is the number of hours of sunlight decreasing?
Which day of the year has the greatest number of hours of sunlight?

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