mickey mantle played for the new york yankees for 18 years from 1951 to 1968. year by year he hit the following numbers of home runs: 13, 23, 21, 27, 37, 52, 34, 42, 31, 40, 54, 30, 15, 35, 19, 23, 22, 18. we represent these as a vector x in r by making the following assignmemt:

Answers

Answer 1

The sample mean of z = 247-925

Given Data:

13, 23, 21, 27, 37, 52, 34, 42, 31, 40, 54, 30, 15, 35, 19, 23, 22, 18.

Mickey Mantle played for the New York Yankees for 18 years, from 1951 to 1988. The average annual number of home runs he hit was as follows:

X < - C (  13, 23, 21, 27, 37, 52, 34, 42, 31, 40, 54, 30, 15, 35, 19, 23, 22, 18)

Y < - Cumsum (X)

Y

13, 23, 21, 27, 37, 52, 34, 42, 31, 40, 54, 30, 15, 35, 19, 23, 22, 18

> W < - 714 - Y

> W

Y

13, 36, 57, 84, 121, 173, 207, 249, 280, 320, 374, 404, 419, 454, 473, 496, 518, 536

> W < - 714 - Y

> W

701, 678, 657, 630, 593, 541, 507, 465, 434, 394, 340, 310, 295, 260, 241, 218, 196, 178

> Z < - C (X, Y, W)

>Z

13, 23, 21, 27, 37, 52, 34, 42, 31, 40, 54, 30, 15, 35, 19, 23, 22, 18

13, 36, 57, 84, 121, 173, 207, 249, 280, 320, 374, 404, 419, 454, 473, 496, 518, 536

701, 678, 657, 630, 593, 541, 507, 465, 434, 394, 340, 310, 295, 260, 241, 218, 196, 178

a) Z's minimal value = 13

b) Sum of the element's squares in Z = 5853370

c) Z's sample mean = 247.9259

d) The variation of z in samples (variance) = 478133.92

e) Z's Standard Deviation = 218.6639

f) W's 18th element = 178

g) X's Sample Variance = 142.6536

h) The sample variance of 5x = 3566.34

i) Length of elements in 5x = 18

j) The unique (different) values are in Z = 52

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Related Questions

Write equations for the vertical and horizontal lines passing through the point (-9, 5).

Answers

Answer:

the vertical line is:

x = 5

The horizontal line is:

y = -9

Step-by-step explanation:

A vertical line has a fixed x-value, while a horizontal line has a fixed y-value.

Then we can write a vertical line as:

x = a

and a horizontal line as

y = b

Then, if we want a vertical line that passes through the point (5, -9), remember that the x-vale will be fixed, then we fix the x-value at the same x-value of the point, which we know that is 5, then the vertical line that passes through the point (5, -9) is:

x = 5

Step-by-step explanation:

what is 10.88+10.88+10.88

Answers

Answer:

32.64

Step-by-step explanation:

Two-fifths of a number decreased by 3 is 1. Find the number.

Answers

By using the basics of the number system the calculated number from the given statement is 10.

What is number system?

In mathematics, the number system can be used to express the numbers in a way of writing to make the mathematical expression. Basically, it provide the unique representation of the number with the help of the algebraic structures and operations.

According to the question, the expression can be formed by the given statement is as follows:

Let us assume the number be 'a'

Using basics of the number system for the formation of an expression:

Therefore,

(2/5)a - 3 = 1

⇒ (2/5)a = 4

⇒ a = 10

Hence, by using the basics of the number system the calculated number from the given statement is 10.

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- 1 2/5 - 3 1/3. Please help.

Answers

Answer:

-4 11/15

Step-by-step explanation:

Mr. Mole left his burrow and started digging his way down.

AAA represents Mr. Mole's altitude relative to the ground (in meters) after ttt minutes.

A=-2.3t-7A=−2.3t−7A, equals, minus, 2, point, 3, t, minus, 7

How fast did Mr. Mole descend?

Answers

Mr mole descend at the rate of 2.3 meters per minutes.

A rate in mathematics is the comparison of two related values expressed in dissimilar units.

The numerator of the ratio expresses the equivalent rate of change in the other (dependent) variable if the denominator of the ratio is presented as a single unit of one of these quantities and it is expected that this number may be altered systematically (i.e., is an independent variable).Examples of rates that are usually represented as "per unit of time" are speed, heart rate, and flux. An example of a ratio having a non-time denominator is the electric field ratio. Other examples include exchange rates and literacy rates (in volts per meter).

The given equation to represent the position of Mr. Mole is

A = -2.3 t - 7

where A denotes the depth and t is the time.

Now the rate can be found out by dividing the change in depth by the change in time.

Differentiating we get

ΔA = -2.3 Δt

or, ΔA / Δt = -2.3

hence the rate of the mole is 2.3 meters per minutes.

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The graph of y = f(x) is shown below. Find all values of x where f(x) = 0

Answers

The values of x when f(x) = 0 are 2 and 8

Graphs are used mostly to show the relationship between two variables (usually x and y).

The graph of y = f(x) is attached

To get the values of x when f(x) = 0 , we  consider where the line of the graph crosses the x-axis.

The graph crosses the x-axis at:

x = 2

x = 8

This means that the values of x when f(x) = 0 are 2 and 8

Therefore, in the graph of y = f(x), the values of x where f(x) = 0 are 2 and 8

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Disclaimer : The question mentined is not provided with a graph, the above solution is done as per the graph attached.

I need to make sure these are correct thank you in advance!

Answers

Using the unit rate, the graphs that best represent the amount they earn for different amount of time is: C.

How to Interpret the Slope?

The slope of a graph can be interpreted as the unit rate of the scenario that is being represented by the graph. For example, money earned in dollars per hour worked is the unit rate or slope of the graph given in this scenario.

The larger the unit rate value, the steeper the slope of the line of the graph.

Let Lin's unit rate be represented as x, therefore,

Lin's unit rate = x

Diego's unit rate = 2x

Jada's unit rate = 2(2x) = 4x

This shows that unit rate of Jada is the highest, and therefore, the graph that would represent how much Jada earns would be the steepest, followed by Diego's, and the least is Lin's.

Therefore, the all the graphs would be: C.

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An artist has been commissioned to make a stained glass window in the shape of a regular octagon. the octagon must fit inside an square space. determine the length of each side of the octagon. round to the nearest hundredth of an inch.

Answers

Using an assumed value that the octagon must fit inside an 11 inch square space, tthe length of each side of the octagon would be 8.23 inches.

Since an assumed side of the square is 11 inches

Here, y is the two equal sides of the right-angle triangle

So y + x + y = 11

Using Pythagoras's theorem for the right angle triangle

y² + y² = x²

2y² = x²

y² = (x²)/2

y = x /√2

So substitute the value of y = x /√2 in the equation

x /√2 + x + x /√2 = 11

2x /√2 + x = 11

2x /√2 + x√2 /√2 = 11

x[2/√2 + √2 /√2] = 11

x[(2 + √2) /√2] = 11

x(2 + √2) = 11√2

x = 11√2/(2 + √2)

x = 15.5563/3.4142 = 12.1421

Round to the nearest hundredth of an inch

x = 12.1

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Help and please explain how answer is right

Answers

The new conditional statement that follows from the pair of true statement is If 4x + 5 = 13; then -5x = -10

What is law of syllogism?

The law of Syllogism states that if the following two statements are true:

Statement 1: If x , then y

Statement 2: If y , then z

Then we can derive a third true statement:

Statement 3: If x , then z

From the given;

Statement 1: If x , then y

If 4x + 5 = 13; then x = 2

Statement 2: If y , then z

If x = 2; then -5x = -10

Statement 3: If x , then z

If 4x + 5 = 13; then -5x = -10

In conclusion, according to the law of Syllogism, the statement that follows from the pair of true statement is If 4x + 5 = 13; then -5x = -10

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Lisa spent $27 on fruit at the grocery store. She spent a total of $30 at the store. What percentage of the total did she spend on fruit?

Answers

Lisa spent 90% of the total money on the fruits.

What is Percentage?

In mathematics, a percentage is a number or ratio expressed as a fraction of 100.

Given is Lisa spent $27 on fruits at the grocery store. She spent a total of $30 at the same store.

Money spent by Lisa on fruits = $27

Total money spent by Lisa = $30

Therefore, percentage of the total money she spend on fruits will be -

(27/30) x 100 = 90%

Hence, Lisa spent 90% of the total money on the fruits.

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Activity 4: Fair Share!

Directions: apply the rules in multiplication of integers in answering the following activity.

Answers

Answer:

1. P

2. U

3. K

4. A

5. M

6. C

7. E

8. J

9. L

10. I

A company takes 16 minutes to wash 24 cars. How many cars can be
washed in 1 minute?

Answers

It would probably be 1 car. I calculated 1.5 but i think it might be 1 or 2 car(s).

Answer:1.5 cars can be washed in 1 minute but realistically only 1 car can be washed

Step-by-step explanation: 24/16 =1.5 and that get you your answer of 1.5 but the correct answer is 1.5 or 1 depending on if they are asking you to round down or not.

Customer number two gives you a
15% off coupon. What is the new cost
of the order? 11.50

Answers

Answer:

$8.50 ? let me know if im wrong

Step-by-step explanation:

Evaluate the following expressions.

Answers

Answer:

[tex]a.[/tex] [tex]\frac{49}{50}[/tex]

[tex]b.[/tex] [tex]8[/tex]

Step-by-step explanation:

[tex]a.[/tex]  [tex]\frac{1}{2} +\frac{2}{5} +\frac{2}{25}[/tex]

To solve this, we must first find the LEAST COMMON MULTIPLE (LCM).

To find the LCM, we must list the multiples of the denominators, then find the smallest multiple that all three numbers have in common.

2: 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36, 38, 40, 42, 44, 46, 48, 50

5: 5, 10, 15, 20, 25, 30, 35, 40, 45, 50

25: 25, 50

The LCM is 50.

Now that we have found the LCM, we will change the fractions so that all three have a denominator of 50.

To do this, we multiply the numerator and the denominator by the same number.

[tex]\frac{1}{2} *\frac{25}{25} =\frac{25}{50}[/tex]

[tex]\frac{2}{5} *\frac{10}{10} =\frac{20}{50} \\[/tex]

[tex]\frac{2}{25} *\frac{2}{2} =\frac{4}{50}[/tex]

Now that all fractions have the same denominator, we can add them. Remember, when adding fractions, the denominators stay the same. Only add the numerators.

[tex]\frac{25}{50} +\frac{20}{50} +\frac{4}{50} \\\\=\frac{49}{50}[/tex]

_______________________________________________________

[tex]b.[/tex]  [tex]\frac{2}{3} *\frac{30}{7} *\frac{14}{5}[/tex]

To multiply fractions, multiply the numerators, then the denominators. Lastly, simplify the product.

[tex]2*30*14=840\\3*7*5=105[/tex]

[tex]\frac{840}{105} =\frac{8}{1}[/tex]

Hi ! Please help, this came up as one of my questions and I don’t know how to do it well. Thanks!

Answers

Answer:

y = (3/2)x + 3

Step-by-step explanation:

Comment

The general equation is

y = mx + b

Finding m

The equation for the slope is

m = (y2 - y1)/(x2 - x1)

Givens

y2 = 3

y1 = 0

x2 = 0

x1 = - 2

m = (3 - 0)/(0 - -2)

m = 3 / 2

m = 3/2

Finding b

b is the y intercept which is (0,3)

x = 0

y = 3

3 = 0*3 + b

b = 3

So the equation is

y = (3/2) x + 3

There are 80 houses in the neighborhood 1/4 of the houses have a chain-link fence in the backyard 2/5 of the houses have a privacy fence in the backyard the rest of the houses have no fence how many houses have no fence in the backyard

Answers

Based on the number of houses in the neighborhood and those that have a chain-link fence and a privacy fence, the number of houses with no fence in the backyard are 28 houses

How to find the number of houses with no fence?

First, find the number of houses in the neighborhood that have a chain-link fence:

= Number of houses x Proportion with a chain-link fence

= 80 x 1/4

= 20 houses

Then find the number of houses in the neighborhood that have a privacy fence:
= Number of houses x Proportion with a privacy fence

= 80 x 2/5

= 160 / 5

= 32 houses

The number of houses in the neighborhood that have no fence is:

= Total number of houses - Houses with a chain-link fence - Houses with a privacy fence

= 80 - 20 - 32

= 28 houses with no fence

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Given m\_EBC = (3x + 20)° and m \_ABC = (17x-40)° find m\_ EBC and m LABC.

Answers

Answer:

18. m<EBC = 43°, m<CBD = 47°

19. m<EBC = 50°, m<ABC = 130°

Step-by-step explanation:

18. Find m<EBC and m<CBD

m<EBC = (5x + 8) and m<CBD = (6x + 5)

these two angles add up to a right angle, therefore their sum is 90°

5x + 8 + 6x + 5 = 90

11x + 13 = 90 , 11x = 77 , x = 7

m<EBC: 5(7) + 8 = 43

m<CBD: 6(7) + 5 = 47

19. Find m<EBC and m<ABC

m<EBC = (3x + 20) and m<ABC = (17x - 40)

these two angles are supplementary, meaning that they add up to 180°

3x + 20 + 17x - 40 = 180

20x - 20 = 180, 20x = 200, x = 10

m<EBC: 3(10) + 20 = 50

m<ABC: 17(10) - 40 = 130

Jose used to budget $500 each month for groceries. He decided to change his budget
for groceries to $425 this month. By what percentage was Jose's budget for groceries
reduced this month?

Answers

Answer:

15 percent change

Step-by-step explanation:

1) 500 - 425 = 75

2) 75 / 500 = 0.15

3) 0.15 * 100= 15

The mean of five numbers is 8.2. Four of the numbers are 8, 10, 12 and 10.
Work out the fifth number.

Answers

Answer:

1

Step-by-step explanation:

the mean is calculated as

mean = [tex]\frac{sum}{count}[/tex]

let x be the fifth number , then

[tex]\frac{8+10+12+10+x}{5}[/tex] = 8.2 ( multiply both sides by 5 to clear the fraction )

40 + x = 41 ( subtract 40 from both sides )

x = 1

the fifth number is 1

What is the least common multiple of 34, 17, and 31?

Answers

Answer: 31, 34, 17

Step-by-step explanation:

Name the subset of the real numbers to which each number belongs 2/3

Answers

The given number 2/3 belongs to the subset of rational numbers.

What are subsets?

All numbers on the number line, from negative to plus infinity, are considered to be real numbers. They are breaking up into the following groups:

1. We can count the components of a set using natural numbers.

2. Natural numbers and their opposites in the negative, such as zero, are known as integers.

3. Fractions can be used to express rational numbers.

4. Non-periodic infinite decimals are indicative of irrational quantities.

The answer to the given question is : It belongs to the rational numbers because it is a fraction.

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The points (0,k) and (1,4) fall on a line with a slope of 9. What is the value of k?

Answers

Answer:

Formula for gradient is given as (y2-y1)÷(x2-x1) or (y1-y2)÷(x1-x2), where x and y are the coordinates of the points.

(k-4)÷(0-1) = 9

k-4 = 9(0-1)

k-4 = -9

k = -5

I’ll try to give brainliest to the first answer

Answers

Answer:

[tex]-2(x+5) = -2x -10[/tex]

Step-by-step explanation:

Hi there,

For us to answer the question we have to check if whether the end product on the both LHS and RHS are equal or not , so lets take each equation is whether both the sides are similar or not :

First eq :-

[tex]-2(x-5) = -2x + 5\\giving\\-2x+10\neq -2x+5[/tex]

Since it is not equal it is incorrect.

Second eq:-

[tex]-2(x+5) = -2x-5\\giving\\-2x-10\neq -2x-5[/tex]

Since it is not equal it is incorrect.

Third eq:-

[tex]-2(x+5) = -2x -10\\giving\\-2x-10=-2x-10\\[/tex]

Now we got the equation that equals both in LHS and RHS.

So our Answer is

[tex]-2(x+5) = -2x -10[/tex]

Hope this helped you out if so do mark me as the brainliest,

a fellow mate,

cheers!

an ecologist wishes to mark off a circular sampling region having radius 13 m. however, the radius of the resulting region is actually a random variable r with the following pdf.

Answers

The expected area of a circular sampling region is 531.56 m²

Given,

The radius of the circular sampling region = 13m

f(r) = [tex]\left \{ {\frac{3}{4} } \atop {0}} \right.[/tex] [1 - (13 - r)²] 12 ≤ r ≤ 14

We have to find the area of the circular sampling region = E (π r²)

E (π r²) = π E (r²)

Lets find E (r²)

E (r²) =₁₂ [tex]\int\limits^[/tex]¹⁴ r² f(r) dr

= ₁₂∫¹⁴ (3r²/4) (1 - (13 -r)²) dr

=  3/4 ₁₂∫¹⁴ r² (1 - 169 - r² + 26r) dr

= 3/4 ₁₂∫¹⁴ r² (26r³ - r⁴ - 168r²) dr

= 3/4 [ 26r⁴/4 - r⁵/5 - 168r³/3]₁₂¹⁴

= 3/4 [ (26 × 14⁴)/4 - 14⁵/5 - (168 × 14³)/3] - [ (26 × 12⁴)/4 - 12⁵/5 (168 × 12³)/3]

= 3/4 [ (26 × 38416)/4 - 537824/5 - (168 × 2744)/3] - [ (26 × 20736)/4 - 248832/5 - (168 × 1728)/3]

= 3/4 [ 249704 - 107564.8 - 153664] - [ 134784 - 49766.4 - 96768]

= 3/4 [-11524.8] - [-11750.4]

= 3/4 [225.6]

= 169.2

∴ E(r²) = 169.2

Now lets find the expected area of the circular sampling region:

Area = E(π r²) =  π E (r²)

Here, E(r²) = 169.2

So, area = π × 169.2 = 531.56 m²

That is, the expected area of a circular sampling region is 531.56 m²

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Determine the rate of change of the graph (HELP PLEASE)

Answers

It's D because as you are going up, you are adding 4 to the x-axis and 3 to the y-axis

please help me solve these as much as possible urgent neeeddd.

i think its easy but im just not smart

solve as many as you can. one is enough (but more is better)

Answers

Answer:

7. 45

8. 19

9. 15

10. 24

11. 23

12. 6

13. 8

14. 15

15. 12

16. 3

17. 26

18. 12

19. 21

20. 34

21. 2

hope this helps!:)

The 89 members of the Taft School Band spend
a total of $4,628 for tickets to Hammond's
Amusement Park. What is the cost of each
amusement park ticket?

Answers

By using division, if 89 members of the Taft school band spend a total of $4628 for tickets to Hammond's amusement park, The the cost of each amusement park ticket is $52

The total number of members of the Taft school = 89 members

The total cost for the ticket to Hammond's amusement park = $4628

The cost of each amusement park ticket = The total cost for the ticket to Hammond's amusement park ÷ The total number of members of the Taft school

Substitute the values in the equation

The cost of each amusement park ticket = 4628/89

= $52

Hence, by using division, if 89 members of the Taft school band spend a total of $4628 for tickets to Hammond's amusement park, The the cost of each amusement park ticket is $52

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lin and her brother earn 15 dollars for shoveling snow for their grandma and 35 dollars for cleaning the garage how much money does lin get if she split the money equally with her brother

Answers

Answer:

35+15 =50

50/2= 25 dollars

Amanda is driving a racecar. The table below gives the distance D (1) (in meters) she has driven at a few times t (in seconds) after she startsTimer(seconds)Distance D (1)(meters)

Answers

From the question;

we are to calculate average rate of change of distance with respect to time

The average rate of change is given as

[tex]\text{Average rate of change = }\frac{D_2-D_1}{T_2-T_1}[/tex]

From the question we are given the table below

a. we are to find the average rate of change of the distance driven from 0 secons to 3 seconds

From the information

we have

[tex]undefined[/tex]

9. The amount of water used by a washing
machine varies directly with the weight of the
load being washed. The washing machine uses
28 gallons to wash 7 pounds of clothing. How
many gallons of water will the machine
use to wash 24.5 pounds of laundry?

Answers

The machine will use 90 gallons of water to wash 24.5 pounds of laundry.

What is Direct Variation?If two quantities change by the same amount, they are said to follow a direct variation. As a result, when one quantity changes, the other follows suit, increasing when the first increases and decreasing when the first decreases. To put it another way, two quantities are said to be directly proportional to one another if the ratio of the first to the second is a constant term. The coefficient or constant of proportionality is the name given to this constant quantity. Assuming that x and y are two quantities that are directly varying, they are stated as follows:

                     y ∝ x

Consequently, y = kx, where k is the proportionality constant.

Given:

The amount of water used by a washing machine varies directly with the weight of the load being washed.

Let's assume,

The amount of water used by a washing machine is y.

The weight of the load being washed is x.

According to the question,

y = 28 gallons

x = 7 pounds

Putting the values we get,

y = kx

28 = k × 7

k = 4

Now, we have to find y when x = 24.5

y = 4 × 24.5 = 98

Hence the machine will use 90 gallons of water to wash 24.5 pounds of laundry.

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(Pls Help ASAP)(Whoever can solve the 3 questions I'm willing to give 30 points and brainliest. (If you don't know don't answer)1. The Declaration of Independence states "That to secure these rights, Governments are instituted among Men, deriving their just powers from the consent of the governed."Which central idea is expressed by this quote?A. Government is only lawful when people agree to have it.B. People have unalienable rights.C. All people are equal and should be treated that way.D. The federal government should have more power than state governments.2. Which philosophy of government is part of the Declaration of Independence?A. Men and women are equal.B. The government must allow people to have unlimited freedoms without the rule of law.C. People must support the government even if they dislike it.D. The government is supposed to defend the rights of people.Question3.What is one way the Declaration of Independence is historically significant?A. It declared that people have the right to do whatever they want.B. It showed that colonial leaders were willing to make sacrifices for a better government.C. It showed that war could be ended with a document rather than through military victory.D. It revealed the disagreements colonial leaders had about the role of government in society. Under her cell phone plan, Sydney pays a flat cost of $35.50 per month and $5 per gigabyte. She wants to keep her bill under $50 per month. Write and solve an inequality which can be used to determine x x, the number of gigabytes Sydney can use while staying within her budget. Which fraction is closest to zero?8/12 , 5/8 , 6/10 , 2/3 Study Island Math Help Worth 40 PTS I need help with this. I honestly forgot how to do algebra 1 and I know thats embarrassing for me but yea I need help on this whole thing I think I did 1-3 wrong too The electrical charge of the nucleus of an atom is +12. How many electrons does the atom have in its neutral state? 94. Determine the number of moles of oxygen atoms in each sample. a. 4.88 mol HO b. 2.15 mol NO c. 0.0237 mol HCO3 d. 24.1 mol CO In the years after the French and British began to establish footholds in Africa, they would come into conflict with each other all around the world. Predict what you think will cause conflict between France and Britain. Convert 528 ft/min to ft/sec. 1. How did Manifest Destiny affect the lives of Native Americans and Hispanic communities already living in new U.S. territories? A. They could have their lands taken and be removed from the area. B. They could apply to the government for additional land and supplies. C. They could be forced to take in people who wanted to move to the area. D. They could help the government further expand U.S. territory in the area. 2. What reason did the Democratic-Republicans give for opposing the Alien and Sedition Acts? A. They were unconstitutional. B. They were too pro-French. C. They targeted wealthy elites. D. They opened the country to unlimited immigration. Jane, Alan, and Ravi sent a total of 146 text messages over their cell phones during the weekend. Ravi sent 8 fewermessages than Jane. Alan sent 4 times as many messages as Ravi. How many messages did they each send? I want to place an order of 253,625 books. How can I estimate the number to make sure its enough books the diagram at right shows a person sitting in a chair riding on a ferris wheel. the chair is attached to the wheel by a rod. the ferris wheel turns with constant speed the mass of the person is two times that of the chair Unit 2 1 Complte les phrases en choisissant le bon mot. est une personne qui parle franais. a. Un / Une ...... (franais/francophone) b. Au Canada, on parle franais et.................. (anglais/espagnole) c. On parle franais dans d. La suisse est un pays ..... e. Cline Dion est ...... continents. (quatre/cinq) (asien/europen) (amricaine/qubcoise) Answer this question find angle a,b,c,d,e,f what are the effects on the latitude and departure components of an ending points coordinates when a line starts at a beginning point heading in a northeast direction and ends at the ending point? pick the correct selection from the following choices. Are lipids hydrophilic or hydrophobic? Explain why. what is the period of the graph of y=5sin(4piex)+3 the fascicles of biceps brachii run in the same direction as the long axis of the muscle, and its the muscle belly that is so distinctive when someone contracts this muscle. considering this information, biceps brachii is an example of a muscle. What are the top three sources of U.S. electricity generation? Estimate the overall efficiency of U.S. electricity generation. How does this compare to the efficiency for transportation?