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What is the period of this function y = a*sin(b*x), where both a and b are integers? Answer the question with a floating-point number.
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
2.0944
float
analytic geometry
high school
2
2
1
Use the graph to answer the question below. Which month is the hottest on average in Cape Town?
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
Sep
text
statistics
elementary school
3
3
1
The players on a quiz show received the following scores. What is the mean of the numbers?
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
5.75
float
statistics
high school
4
4
1
A real estate agent looked into how many houses were sold in different cities. What is the range of the numbers?
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
12
float
statistics
high school
5
5
1
Is Dark Magenta greater than Rosy Brown? Choices: (A) yes (B) no
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
B
multiple choice
statistics
elementary school
6
6
1
Is this a periodic function? Choices: (A) Yes (B) No
"iVBORw0KGgoAAAANSUhEUgAAAoAAAAHgCAIAAAC6s0uzAABPj0lEQVR4nO2dfbBlRXnu332+9vmeYWBwgBkRxYCi40WxkmEwkhB(...TRUNCATED)
A
multiple choice
analytic geometry
high school
7
7
1
"In the addition sum to the right, three digits have been replaced with star. What is the value of s(...TRUNCATED)
"iVBORw0KGgoAAAANSUhEUgAAAMgAAADICAIAAAAiOjnJAAAPR0lEQVR4nO3df0wT5x8H8OeKgFB+BLBowg9ZTVYHkxbdlIxuJoJ(...TRUNCATED)
8
float
arithmetic
elementary school
8
8
1
"As shown in the figure, AO is the height of the cone, the bottom radius of the cone OB = 5, the len(...TRUNCATED)
"iVBORw0KGgoAAAANSUhEUgAAAjEAAAL+CAIAAADTs9LCAAEAAElEQVR4nOz9yW8kW5bfD55zzcxnJ93pTh/pnMmIeO9lJgrZld1(...TRUNCATED)
8.0
float
plane geometry
high school
9
9
1
Find the perimeter of orange square.
"iVBORw0KGgoAAAANSUhEUgAAAZAAAAGQCAIAAAAP3aGbAAAKq0lEQVR4nO3dPWiVaYPG8fucM8okUbBI5RcakXWsxCAyiqmsAlo(...TRUNCATED)
12
float
plane geometry
elementary school
10
10
1
Find the perimeter of the orange triangle.
"iVBORw0KGgoAAAANSUhEUgAAAZAAAAGQCAIAAAAP3aGbAAAaeElEQVR4nO3de1jUdb7A8e8w3IQkkjU9pa2oICiWbprtbudo7vE(...TRUNCATED)
12
float
plane geometry
elementary school

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