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Introduction to Data Analysis
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Introduction to Data Analysis. Defining Terms Population- the entire group of people or objects that you want information about Sample- specific part.

Dec 24, 2015

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Edgar Heath
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Page 1: Introduction to Data Analysis. Defining Terms  Population- the entire group of people or objects that you want information about  Sample- specific part.

Introduction to Data Analysis

Page 2: Introduction to Data Analysis. Defining Terms  Population- the entire group of people or objects that you want information about  Sample- specific part.

Defining Terms

Population- the entire group of people or objects that you want information about

Sample- specific part of the population that you are testing and gathering data from

A reasonable sample is Random Representative of the population you want to know about Large enough to provide accurate data

Page 3: Introduction to Data Analysis. Defining Terms  Population- the entire group of people or objects that you want information about  Sample- specific part.

Practice

You are ordering pizza for Noble Academy’s students and you would like to know which toppings students like best. You don’t have time to ask about the opinion of every student, so you decide to take a reasonable sample. How should you collect data?

a. Have all seventh grade students fill out a survey

b. Interview four students from different grades about their preferences

c. Pick three students from each grade level out of a hat and survey them

d. Post a survey on your blog for visitors to vote on their favorite pizza topping

Page 4: Introduction to Data Analysis. Defining Terms  Population- the entire group of people or objects that you want information about  Sample- specific part.

Defining Terms

Range: greatest data value - least data value

Mode: data value occurring most often

Mean: sum of data/ number of data values

Median: the mid-point of the data

10 7th grade students bought presents for their secret valentines. Here are the amounts they spent:$5, $8, $15, $15, $20, $24, $26, $28, $29, $30.

Page 5: Introduction to Data Analysis. Defining Terms  Population- the entire group of people or objects that you want information about  Sample- specific part.

Representing Data$5, $8, $15, $15, $20, $24, $26, $28, $29, $30.

Displaying Data Stem and Leaf 0 1 234

Page 6: Introduction to Data Analysis. Defining Terms  Population- the entire group of people or objects that you want information about  Sample- specific part.

Representing Data

0 5 10 15 20 25 30

Maximum: 30Minimum:5Range: 25Mode: 15Mean: 20Median: 22

Page 7: Introduction to Data Analysis. Defining Terms  Population- the entire group of people or objects that you want information about  Sample- specific part.

Omar has taken 4 quizzes and his average score so far is 85.

If he gets 100, a perfect score, on the remaining 2 quizzes, what will the new mean of his scores be?

4⋅85+2⋅100=540.

540/6=90

Page 8: Introduction to Data Analysis. Defining Terms  Population- the entire group of people or objects that you want information about  Sample- specific part.

During her first four days of work, Amy earned an average of $36.00 a day.

What does she need to earn on the fifth day for her mean wage to be $40.00?

$56.00

Page 9: Introduction to Data Analysis. Defining Terms  Population- the entire group of people or objects that you want information about  Sample- specific part.

Data Collection: Skittles Lab

Skittle Color Tally FrequencyGreen    Orange    Purple    Red    Yellow      Total  

Page 10: Introduction to Data Analysis. Defining Terms  Population- the entire group of people or objects that you want information about  Sample- specific part.

Box and whisker diagrams

Quartiles further separate data into four equal parts. Each of these parts contains one-fourth of the data.

1st quartile- 25th percentile

2nd quartile- 50th percentile (median)

3rd quartile- 75th percentile

Page 11: Introduction to Data Analysis. Defining Terms  Population- the entire group of people or objects that you want information about  Sample- specific part.

Median

½(n + 1)th piece of data (ordered)

28, 29, 31, 35, 35, 36, 37, 41, 42, 43, 44, 48, 50, 52, 63

15 items of data … n = 15

½(n + 1) = ½(15 + 1) = 8th item

Page 12: Introduction to Data Analysis. Defining Terms  Population- the entire group of people or objects that you want information about  Sample- specific part.

Lower Quartile

¼(n + 1)th piece of data (ordered)

28, 29, 31, 35, 35, 36, 37, 41, 42, 43, 44, 48, 50, 52, 63

15 items of data … n = 15

¼(n + 1) = ¼(15 + 1) = 4th item

Page 13: Introduction to Data Analysis. Defining Terms  Population- the entire group of people or objects that you want information about  Sample- specific part.

Upper Quartile

¾(n + 1)th piece of data (ordered)

28, 29, 31, 35, 35, 36, 37, 41, 42, 43, 44, 48, 50, 52, 63

15 items of data … n = 15

¾(n + 1) = ¾(15 + 1) = 12th item

Page 14: Introduction to Data Analysis. Defining Terms  Population- the entire group of people or objects that you want information about  Sample- specific part.

Add that to our box and whisker plot!

min ($28), lower quartile = 35 max ($63), upper quartile = 48 median ($41) …

MinMedian

MaxLQ UQ

Page 15: Introduction to Data Analysis. Defining Terms  Population- the entire group of people or objects that you want information about  Sample- specific part.

Some terminology

UQ – LQ = Interquartile Range (IQR)

Max – Min = Range

Page 16: Introduction to Data Analysis. Defining Terms  Population- the entire group of people or objects that you want information about  Sample- specific part.

Interpreting the box plot

The ‘box’ middle 50% of people (the most ‘representative half’)

The ‘whiskers’ show the outliers- 25% lowest and 25% highest

Page 17: Introduction to Data Analysis. Defining Terms  Population- the entire group of people or objects that you want information about  Sample- specific part.

Comparing groupsBoys

Girls

Which is true about the data in the box and whisker plots? a. “A boy spent the most”

b. “All girls within the interquartile range spent less than 75% of boys”

c. “All boys spent more than 50% of girls”

Page 18: Introduction to Data Analysis. Defining Terms  Population- the entire group of people or objects that you want information about  Sample- specific part.

Practice

23 boys and 11 girls were given a math test.

Their scores are listed below:

Boys: 7, 13, 15, 19, 35, 35, 37, 43, 44, 44, 45, 46, 47, 47, 49, 51, 52, 55, 55, 56, 78, 82, 91

Girls: 7, 18, 23, 47, 58, 63, 68, 72, 72, 75, 87

Use box plots to compare the differences between the boys and girls scores and comment on the differences.