data & graphs
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Data & Graphs. Review. Frequency Tables. Statistics involves collecting, organizing, analyzing, and presenting data. Data are pieces of information that are often numerical. A frequency table shows the number of pieces of data that fall within given intervals. Make a Frequency Table. - PowerPoint PPT PresentationTRANSCRIPT
11CONFIDENTIALCONFIDENTIAL
Data & GraphsData & Graphs
ReviewReview
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Frequency TablesFrequency Tables
• Statistics involves collecting, organizing, analyzing, and presenting data.
• Data are pieces of information that are often numerical.• A frequency table shows the number of pieces of data
that fall within given intervals.
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Make a Frequency TableMake a Frequency Table
• Example: The number of points scored by major league soccer teams in a recent season is shown.
Major League Soccer Points Scored
53 26 35 45
42 53 14 36
27 45 47 23
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Make a Frequency TableMake a Frequency Table
• Step 1: Choose an appropriate scale and interval for the data• Scale: 1 to 60
• Interval:15 The scale includes all of the data, the least number and the greatest
The interval separates the scale into equal parts.
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Make a Frequency TableMake a Frequency Table
• Step 2: Draw a table with three columns and label the columns Points, Tally, and Frequency
• Step 3: In the first column, list the intervals. In the second column, tally the data. In the third column, add the tallies.
Major League Soccer Points Scored, 2001 season
Points Tally Frequency
1-15 I 1
16-30 III 3
31-45 IIII 5
46-60 III 3
Some frequency tables may not have scales and intervals
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Make a Frequency TableMake a Frequency Table
• Make a frequency table of the data shown in the table.
Surprise Quiz Scores
99 83 92 52 75
100100 65 80 85
101 80 75 85 85
70 75 90 95 75
Your Turn
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Line GraphsLine Graphs• A line graph is used to show how a set of data changes over a
period of time.
U.S.Wooden Roller Coasters
0102030405060708090
1925 1950 1975 2000
Year
Num
ber
of C
oast
ers
The scale and interval are also shown on the vertical axis.
A line graph also has titles and labels
The categories are written on the horizontal axis.
Each frequency is shown using a point.
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Make & Interpret a Line GraphMake & Interpret a Line Graph
• Example: Make a line graph of the data at the left. Then describe the change in the number of tornadoes from 2001 to 2003.
• Step 1; Decide on the scale and the interval. The data includes numbers from 941 to 1,424. The scale is 900 to 1,500 and the interval is 100.
U.S.Tornadoes
Year Tornadoes
1998 1,424
1999 1,343
2000 1,071
2001 1,216
2002 941
2003 1,246
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Make & Interpret a Line GraphMake & Interpret a Line Graph
• Step 2: Label the horizontal and vertical axes.
• Step 3: Draw and connect the points for each year. Each point shows the number of tornadoes in that year.
• Step 4: Label the graph with a title.
The number of tornadoes decreased from 2001 to 2002 and then increased from 2002 to 2003.
U.S. Tornadoes, 1998-2003
0200400600800
1,0001,2001,4001,600
Year
Tor
nado
es
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Make & Interpret a Line GraphMake & Interpret a Line Graph
Your Turn
• Make a line graph of the data. Then describe the change from 1960 to 1995.
U.S. Water Consumption
Year Water consumed per day (billion gallons)
1960 61
1965 77
1970 87
1975 96
1980 100
1985 92
1990 94
1995 100
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Bar GraphsBar Graphs• A bar graph is used to compare data.
0
50
100
1st Qtr 2nd Qtr 3rd Qtr 4th QtrRev
enue
$ m
illio
ns
Time
Sales of toysThe scale is written on the vertical axis
On this scale, the interval is 50
The categories are written on the horizontal axis.
The height of each bar represents the frequency
The title and label describe the data
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Make & Interpret a Bar GraphMake & Interpret a Bar Graph
• Example: Make a vertical bar graph of the data. Compare the number of students who scored a B to the number who scored a C.
• Step 1: Decide on the scale and interval. The data includes numbers from 2 to 13. So, a scale from 0 to 14 and an interval of 2 is reasonable.
Math Scores
Grade Frequency
A 10
B 13
C 7
D 2
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Make & Interpret a Bar GraphMake & Interpret a Bar Graph
• Step 2: Label the horizontal and vertical axes.
• Step 3: Draw bars for each grade. The height of each bar shows the number of students earning that grade.
• Step 4: Label the graph with a title.
About twice as many students scored a B than a C.
Student's Math Scores
0
2
4
6
8
10
12
14
A B C D
Grade
Stu
den
ts
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Make & Interpret a Bar GraphMake & Interpret a Bar Graph
• Make a vertical bar graph of the data. Compare the time it takes for a rabbit to be born to the time it takes for a camel to be born.
Your Turn
Gestation of selected animals
Animals Gestation period (days)
Squirrel 44
Rabbit 31
Puma 90
Moose 240
Kangaroo 36
camel 406
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Circle GraphsCircle Graphs
Driving Together in One Vehicle to Spring
Break
1-3, 11%
4-5, 35%
6-7, 29%
8-9, 11%
10 or more, 14%
• A circle graph is used to compare parts of a whole.
• Analyze data by comparing the size of the sections of the circle.
• One can compare the percents to analyze the data as well.
The pie-shaped sections show the groups.
The percents add up to 100%
The interior of the circle represents a set of data.
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Circle GraphsCircle Graphs
• The circle graph shows which method of transportation students use to get to Martin Luther King, Jr. Middle School.
1. Which method of transportation do most students use?
2. How does the number of students who ride a moped to school compare to the number of students who take the bus?
Your Turn
Method of Transportation used by students to arrive
at school
ride moped,
7%
ride bicycle,
23%
ride in car
pools, 20%
take bus, 36%
walk, 14%
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Stem & Leaf PlotsStem & Leaf Plots
• In a stem-and-leaf plot, the data is ordered from least to greatest and is organized by place value.
• Step 1: Order the data from least to greatest
56 60 62 67 68 68 69 70 70 70 71 72 76 76 78 82 83 84 88 93 97
• Step 2: Draw a vertical line and write the tens digits from least to greatest to the left of the line. These digits form the stems. Since the least value is 56 and the greatest value is 97, the stems are 5, 6, 7, 8, and 9.
NCAA Division 1 Women’s Basketball Points Scored by Winning Teams, 1982-2002
76 70 56 70 60 68 71
69 97 76 78 70 93 68
72 67 88 84 83 62 82
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Stem & Leaf PlotsStem & Leaf Plots
• Step 3: Write the units digits in order to the right of the line with the corresponding stem. The units digits form the leaves.
Stem Leaf
5 6
6
7
8
9
0 2 7 8 8 9
0 0 0 1 2 6 6 8
2 3 4 8
3 7
7 6 pointskey
In this data, the tens digit forms the stem.
The ones digit of the data form the leaves.
Always write each leaf even if it repeats.
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Stem & Leaf PlotsStem & Leaf Plots
• Make a stem-and-leaf plot for the data in the table. Average July Highs (oF) for
selected European cities
69 72 71 73 76 60
81 67 78 89 74 75
74 66 79 73 88 77
Your Turn
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Making Predictions & Interpreting Making Predictions & Interpreting GraphsGraphs
• Line graphs are often used to predict future events because they show trends over time.
Average Monthly Temperature
60657075808590
Month
Tem
per
atu
re (
F)
Example:You can predict the average temperature for Miami in February by the trend in the line graph.
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Making Predictions & Interpreting Making Predictions & Interpreting GraphsGraphs
• The graph shows the number of participants in bowling from 1975 to 2000. What does the graph tell you about the popularity of bowling?
Bowling Participants
0
20
40
60
80
100
'75 '80 '85 '90 '95 '00
Year
Nu
mb
er o
f p
arti
cip
ants
(m
illi
on
s)
Your Turn
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MeanMean
• The mean of a set of data is the sum of the data divided by the number of pieces of data.
• Example: data set : 8, 7, 9, 6, 10• Mean = 8 + 7 + 9 + 6 + 10 = 40 = 8
5 5
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Determine how Outliers affect MeanDetermine how Outliers affect Mean
• A set of data may contain a value much higher or lower than the other values. This value is called outlier.
• Outliers can significantly affect the mean.• Example: data set : 80, 81, 40, 77, 82• Mean with outlier = 80 + 81 + 40 + 77 + 82 = 360 =
72
5 5
• Mean without outlier = 80 + 81 + 77 + 82 = 320 = 80
4 4
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Median, Mode, and RangeMedian, Mode, and Range
• The median of a set of data is the middle number of the ordered data, or the mean of the middle two numbers.
• Examples: – data set: 3, 4, 8, 10, 12 -> median: 8
– data set: 2, 4, 6, 8, 11, 12 -> median: 6 + 8 = 7
2
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Median, Mode, and RangeMedian, Mode, and Range
• The mode of a set of data is the number or numbers that occur most often.
• Examples: – data set: 12, 23, 28, 28, 32, 46, 46 -> modes: 28 and 46
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Median, Mode, and RangeMedian, Mode, and Range
• The range of a set of data is the difference between the greatest and the least values of the set.
• Examples: – data set: 125, 45, 67, 150, 32, 12– The greatest value is 150.– The least value is 12.– So, the range is 150 – 12 or 138.
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Median, Mode, and RangeMedian, Mode, and Range
• Concept Summary
Measure Best Used to describe the data when…
Mean •The data set has no very high or low numbers.
Median •The data set has some high or low numbers and most of the data in the middle are close in value.
Mode •The data set has many identical numbers.
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Median, Mode, and RangeMedian, Mode, and Range
• What are the mean, median, mode, and range of the temperature data 640, 700, 560, 580, 600, and 700 .
Your Turn
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Let us take a break!Let us take a break!
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Jig-saw puzzleJig-saw puzzle
• http://www.thekidzpage.com/onlinejigsawpuzzles/jigsaw-puzzles/12-piece-jigsaw/05-04-06-kitten.html
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Box & Whisker PlotsBox & Whisker Plots• A Box-and-whisker plot is a way to show how data are clustered or spread
out.• Example: The monthly mean temperatures for Burlington, Vermont, are
shown.
Monthly Normal Temperatures for Burlington, VT
Month J F M A M J J A S O N D
Temp (0F)
16 18 31 44 56 65 71 68 59 48 37 23
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Box & Whisker PlotsBox & Whisker Plots
• Step 1: Write the data from least to greatest.
16 18 23 31 37 44 48 56 59 65 68 71• Step 2: Draw a number line that includes all of the data.
15 20 25 30 35 40 45 50 55 60 65 70 75
• Step 3: Mark the least and greatest as the lower extreme and upper extreme. Find and label the median.
15 20 25 30 35 40 45 50 55 60 65 70 75
Lower Extreme Upper ExtremeMedian
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Box & Whisker PlotsBox & Whisker Plots• Step 4: The median of a data set separates the set in half. Find the medians of the lower
and upper halves.
16 18 23 31 37 44 48 56 59 65 68 71
15 20 25 30 35 40 45 50 55 60 65 70 75
Lower ExtremeUpper ExtremeMedian
23 + 31 = 27 2
Median59 + 65 = 62 2
• Label these values as lower quartile and upper quartile. Draw a box around the quartile values, and whiskers that extend from each quartile to the extreme data points.
Upper Quartile
Lower Quartile
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Box & Whisker PlotsBox & Whisker Plots
• Draw a Box-and-whisker plot for the set of data below.
Baseball Games won by Teams in National League, 2002
95 94 79 67 65 95 85 73 72 69 65 97 86 85 82 76
Your Turn
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AssessmentAssessment
1) Make a frequency table for the set of data.
Number of siblings
3 1 2 1 3 1
0 4 1 0 2 1
2 1 0 3 1 0
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AssessmentAssessment
2) Make a line graph for the set of data.
Zoo Visitors
Year Visitors
2000 12,300
2001 13,400
2002 15,900
2003 15,100
2004 16,200
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AssessmentAssessment
3) Name two muffins that together are preferred by half the people surveyed.
Favorite kind of Muffins
Oat Barn, 5%
Cinnamon, 10%
Banana, 40%Chocolate,
15%
Blueberry, 30%
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AssessmentAssessment
4) Describe the trend in the winning times. Predict the winning time in 2006.
Winning Times100-m Run
01020
'98 '00 '02 '04
Year
Tim
e (
s)
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AssessmentAssessment
5) Make a stem-and-leaf plot for the set of data.
83, 72, 95, 64, 90, 88, 78, 84, 61, 73
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AssessmentAssessment
6) Find the mean for the set of data.
23, 34, 29, 36, 18, 22, 27
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AssessmentAssessment
7) Find the median, mode, and range for the set of data.
21, 23, 27, 30
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AssessmentAssessment
8) Which graph would you show to a telephone customer? Explain.
Graph ACall to Port Arthur
0
1
2
3
4
1 2 3 4 5
Length of call (min)
Co
st (
$)
Graph BCall to Port Arthur
0
0.5
1
1.5
2
2.5
3
3.5
1 2 3 4 5
Length of call (min)
Co
st (
$)
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Great Job!Great Job!
See you in the Session!