What is the mean, center, mode, and spread for the data:
mean: 2.7 mode: 3 center:3
spread: 3
What is the range (spread) from the data?
The range or spread is 0.7
Match each:
No variability a. Many answers
Low variability b. Only one answer
High variability c. a few answers
Low variability c. a few answers
High variability a. many answers
1. Describe the distribution of data, and 2. where you will most like find the mean and the median? (which bin)
The distribution of data is symmetric, and the mean and median will most likely be found near/in bin above 60.
What is the five number summary for the box plot provided.
Min: 2 Q1: 3 Q2: 6
Q3: 8 Max: 10
What is the interquartile range of the data set?
IQR is 40
What is the mode and median of the stem and leaf plot, give your answer in decimal form:
Mode = 51% as a decimal = .51
median = 35.5 % decimal = .335
Which data most likely have variability for the Houston rode?
a. The cost of a ticket to enter for an adult
b. The number of people that attend each day
c. The cost for two people to get on a ride.
d. The days that the rodeo was open.
b. The number of people that attend each day will most likely have variability.
B. We are unable to determine the age of the oldest family member.
1. What does IQR stand for.
2. Write out mathematically how to find it.
2. Q3 - Q1
For the data set below find the five number summary:
42,58,67,55,40,69,66,51,46,48,68
minimum: 40 Q1: 46 Q2:55
Q3:67 Maximum:69
What is the data set from the dot plot? What is the range?
Data set;
0,111,222,33,5,77,12,12
Which class represents 45% male and 55% female?
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
Chemistry represents 45% male and 55% female.
Based on the data in the table, how many students had two or less pets?
15 students had two or less pets.
What is the IQR for the given box and whisker plot.
IQR is
560 - 400 = 160
What is the five number summary and IQR for the data given.
minimum: 45 Q1: 48 Q2: 49 Q3:50
maximum: 50 IQR: 2
Create a stem and leaf plot given the data. Include a key.
1. find percentage of each color using the frequency.
<img class="fr-fic fr-dii" data-fr-image-pasted="true" 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
red 5 = 25% orange 3 = 15%
yellow 2 = 10% green 3 = 15%
blue 5 = 25% indigo 2 = 10%
Create a percent bar given the data from the histogram.
On a bar
12% , 12%, 28%, 24%, 24%
1. What percentage of students got a 70 or below?
2. What percentage got a 30 or below?
1. 75% of students got a 70 or below.
2. 25% of students got a 30 or below.