SlideShare ist ein Scribd-Unternehmen logo
1 von 4
2013/05/07
1
STATISTICS
X-Kit Textbook
Chapter 8 (Making sense of Sample Data)
Precalculus Textbook
Appendix B: Concepts in Statistics
Par B.1 (Representing Data)
ORGANISE& SUMMARISERAW DATA
Raw Data
Discrete Data
Ungrouped
Frequency
Table
Grouped (low
frequency)
Continuous
Data
Grouped
Frequency
Table
Number of fraudulent cheques receivedat a
bank each week for 30 weeks
Week
1
2 3 4 5 6 7 8 9 10
5 3 8 3 3 1 10 4 6 8
Week
11
12 13 14 15 16 17 18 19 20
3 5 4 7 6 6 9 3 4 5
Week
21
22 23 24 25 26 27 28 29 30
7 9 4 5 8 6 4 4 10 4
DISCRETEDATA
TERMINOLOGY EXPLANATION
Variable of Interest? It is the number of fraudulent cheques
in a week.
Continuous or Discrete
Data?
Discrete Data because cheques can only
exist in whole numbers.
Raw Data? A list of different values. Data has not
been processed in any way.
Data Point or Observation? Each of the values in the raw data.
Frequency? The number of times a data value
appears.
Frequency Table Table to organise and summarise data.
FREQUENCYTABLE
Distinct Values Tally Marks Frequency
1 / 1
2 0
3 //// 5
4 //// // 7
5 //// 4
6 //// 4
7 // 2
8 /// 3
9 // 2
10 // 2
GRAPH
0
1
2
3
4
5
6
7
8
1 2 3 4 5 6 7 8 9 10
Frequency
Frequency
2013/05/07
2
Truck Data: weights(in tonnes) of 20 fully
loaded trucks
Truck
1
2 3 4 5 6 7 8 9 10
Weight
4.54
3.81 4.29 5.16 2.51 4.63 4.75 3.98 5.04 2.80
Truck
11
12 13 14 15 16 17 18 19 20
Weight
2.52
5.88 2.95 3.59 3.87 4.17 3.30 5.48 4.26 3.53
CONTINUOUSDATA
TERMINOLOGY EXPLANATION
Variable of Interest? The weight of a loaded truck.
Continuous or Discrete
Data?
Continuous Data, you can get any
number of values between two
given values.
Frequency Table Table to organise and summarise
data.
Grouped Frequency Table
FREQUENCYTABLE
Class Intervals Tally Marks Frequency
𝟐. 𝟓 ≤ 𝒙 ≤ 𝟑. 𝟎 //// 4
𝟑. 𝟎 ≤ 𝒙 ≤ 𝟑. 𝟓 / 1
𝟑. 𝟓 ≤ 𝒙 ≤ 𝟒. 𝟎 //// 5
𝟒. 𝟎 ≤ 𝒙 ≤ 𝟒. 𝟓 /// 3
𝟒. 𝟓 ≤ 𝒙 ≤ 𝟓. 𝟎 /// 3
𝟓. 𝟎 ≤ 𝒙 ≤ 𝟓. 𝟓 // 2
𝟓. 𝟓 ≤ 𝒙 ≤ 𝟔. 𝟎 // 2
GRAPH
0
1
2
3
4
5
6
0 - 2.5 2.5 - 3.0 3.0 - 3.5 3.5 - 4.0 4.0 - 4.5 4.5 - 5.0 5.0 - 5.5 5.5 - 6.0
Frequency
Frequency
PRESENTATIONOF DATA
Frequency
Table
Pictogram
Bar
Graphs
Histogram
Pie
Chart
Line
Graphs
Stem-and-
Leaf
Ogive
FREQUENCYTABLE
Class Intervals Frequency Cumulative
Frequency
𝟐. 𝟓 ≤ 𝒙 ≤ 𝟑. 𝟎 4 4
𝟑. 𝟎 ≤ 𝒙 ≤ 𝟑. 𝟓 1 5
𝟑. 𝟓 ≤ 𝒙 ≤ 𝟒. 𝟎 5 10
𝟒. 𝟎 ≤ 𝒙 ≤ 𝟒. 𝟓 3 13
𝟒. 𝟓 ≤ 𝒙 ≤ 𝟓. 𝟎 3 16
𝟓. 𝟎 ≤ 𝒙 ≤ 𝟓. 𝟓 3 19
𝟓. 𝟓 ≤ 𝒙 ≤ 𝟔. 𝟎 1 20
2013/05/07
3
OGIVE
0
5
10
15
20
25
2.5 3 3.5 4 4.5 5 5.5 6
Cumulative Frequency
Cumulative Frequency
Pictogram: Net Worthof America'sRichest Billionaires
Pie Chart: Average Annual Expenses in a U.S. Household
EXAMPLE
In a class with 30 pupils there are 12 with
blue eyes; 9 with brown eyes; 4 with dark
brown eyes and 5 with green eyes.
1. Draw a pie chart showing this
information.
2. Calculate the fraction and percentage
represented by each eye colour.
EXAMPLE: SOLUTION
Colour of
Eyes
Frequency Angle at Centre Percentage
Blue 12 𝟏𝟐
𝟑𝟎
× 𝟑𝟔𝟎°
= 𝟏𝟒𝟒°
𝟏𝟐
𝟑𝟎
× 𝟏𝟎𝟎 = 𝟒𝟎%
Brown 9 𝟗
𝟑𝟎
× 𝟑𝟔𝟎°
= 𝟏𝟎𝟖°
𝟗
𝟑𝟎
× 𝟏𝟎𝟎 = 𝟑𝟎%
Dark Brown 4 𝟒
𝟑𝟎
× 𝟑𝟔𝟎°
= 𝟒𝟖°
𝟒
𝟑𝟎
× 𝟏𝟎𝟎 = 𝟏𝟑, 𝟑%
Green 5 𝟓
𝟑𝟎
× 𝟑𝟔𝟎°
= 𝟔𝟎°
𝟓
𝟑𝟎
× 𝟏𝟎𝟎 = 𝟏𝟔, 𝟕%
Total 30 𝟑𝟔𝟎° 𝟏𝟎𝟎%
PIE CHART
Blue
Brown
Dark Brown
Green
2013/05/07
4
Bar Graph: Expected U.S. PopulationAged 100 and Over DoubleBar Graph: Fuel Efficiency
LineGraph: Effectof Inflationon the Valueof a $100,000
LifeInsurance Policy
DoubleLineGraph: Populationsof Californiaand Texas
Stem-and-Leaf Plot
Represent the data below in a stem-and-leaf plot:
152; 165; 143; 139; 138;
144; 150; 158; 161; 157;
143; 156; 162; 165; 139;
158; 151; 167; 166; 160;
170; 132; 145; 151; 148;
147; 171; 155; 146; 141.
Stem-and-Leaf Plot
STEM LEAVES
13 9; 8; 9; 2
14 3; 4; 3; 5; 8; 7; 6; 1
15 2; 0; 8; 7; 6; 8; 1; 1; 5
16 5; 1; 2; 5; 7; 6; 0
17 0; 1

Weitere ähnliche Inhalte

Andere mochten auch

Bangkok package jun oct2013
Bangkok package jun oct2013Bangkok package jun oct2013
Bangkok package jun oct2013
waylink
 

Andere mochten auch (7)

Detersivi alla spina_sapospina_sapo_scuro
Detersivi alla spina_sapospina_sapo_scuroDetersivi alla spina_sapospina_sapo_scuro
Detersivi alla spina_sapospina_sapo_scuro
 
My presentation 201070247
My presentation   201070247My presentation   201070247
My presentation 201070247
 
Info man 2013
Info man 2013Info man 2013
Info man 2013
 
Nine frame analysis
Nine frame analysisNine frame analysis
Nine frame analysis
 
Bangkok package jun oct2013
Bangkok package jun oct2013Bangkok package jun oct2013
Bangkok package jun oct2013
 
Scheuer emed2013
Scheuer emed2013Scheuer emed2013
Scheuer emed2013
 
Schaller emed2013
Schaller emed2013Schaller emed2013
Schaller emed2013
 

Ähnlich wie Making sense of sample data

Willie Evangelista - Presentation of data
Willie Evangelista -  Presentation of data Willie Evangelista -  Presentation of data
Willie Evangelista - Presentation of data
Willie Evangelista
 
Presentationofdata 120111034007-phpapp02
Presentationofdata 120111034007-phpapp02Presentationofdata 120111034007-phpapp02
Presentationofdata 120111034007-phpapp02
Alex Robianes Hernandez
 
03 ch ken black solution
03 ch ken black solution03 ch ken black solution
03 ch ken black solution
Krunal Shah
 
Basic Stat Notes
Basic Stat NotesBasic Stat Notes
Basic Stat Notes
roopcool
 
Teoria y problemas de tabla de frecuencias tf221 ccesa007
Teoria y problemas de tabla de frecuencias  tf221  ccesa007Teoria y problemas de tabla de frecuencias  tf221  ccesa007
Teoria y problemas de tabla de frecuencias tf221 ccesa007
Demetrio Ccesa Rayme
 

Ähnlich wie Making sense of sample data (20)

maft0a2_Statistics_lecture2_2021.pptx
maft0a2_Statistics_lecture2_2021.pptxmaft0a2_Statistics_lecture2_2021.pptx
maft0a2_Statistics_lecture2_2021.pptx
 
Willie Evangelista - Presentation of data
Willie Evangelista -  Presentation of data Willie Evangelista -  Presentation of data
Willie Evangelista - Presentation of data
 
Presentationofdata 120111034007-phpapp02
Presentationofdata 120111034007-phpapp02Presentationofdata 120111034007-phpapp02
Presentationofdata 120111034007-phpapp02
 
20- Tabular & Graphical Presentation of data(UG2017-18).ppt
20- Tabular & Graphical Presentation of data(UG2017-18).ppt20- Tabular & Graphical Presentation of data(UG2017-18).ppt
20- Tabular & Graphical Presentation of data(UG2017-18).ppt
 
20- Tabular & Graphical Presentation of data(UG2017-18).ppt
20- Tabular & Graphical Presentation of data(UG2017-18).ppt20- Tabular & Graphical Presentation of data(UG2017-18).ppt
20- Tabular & Graphical Presentation of data(UG2017-18).ppt
 
Stat 200 week 6 homework problems9.1.2 many high school student
Stat 200 week 6 homework problems9.1.2 many high school studentStat 200 week 6 homework problems9.1.2 many high school student
Stat 200 week 6 homework problems9.1.2 many high school student
 
Type of data @ web mining discussion
Type of data @ web mining discussionType of data @ web mining discussion
Type of data @ web mining discussion
 
Type of data @ Web Mining Discussion
Type of data @ Web Mining DiscussionType of data @ Web Mining Discussion
Type of data @ Web Mining Discussion
 
Frequency Tables, Frequency Distributions, and Graphic Presentation
Frequency Tables, Frequency Distributions, and Graphic PresentationFrequency Tables, Frequency Distributions, and Graphic Presentation
Frequency Tables, Frequency Distributions, and Graphic Presentation
 
statistic.ppt
statistic.pptstatistic.ppt
statistic.ppt
 
Algebra unit 9.2
Algebra unit 9.2Algebra unit 9.2
Algebra unit 9.2
 
2 biostatistics presenting data
2  biostatistics presenting data2  biostatistics presenting data
2 biostatistics presenting data
 
Penggambaran Data dengan Grafik
Penggambaran Data dengan GrafikPenggambaran Data dengan Grafik
Penggambaran Data dengan Grafik
 
03 ch ken black solution
03 ch ken black solution03 ch ken black solution
03 ch ken black solution
 
Data presentation
Data presentationData presentation
Data presentation
 
frequency distribution
 frequency distribution frequency distribution
frequency distribution
 
Graphs that Enlighten and Graphs that Deceive
Graphs that Enlighten and Graphs that DeceiveGraphs that Enlighten and Graphs that Deceive
Graphs that Enlighten and Graphs that Deceive
 
Basic Stat Notes
Basic Stat NotesBasic Stat Notes
Basic Stat Notes
 
Freq & Histo
Freq & HistoFreq & Histo
Freq & Histo
 
Teoria y problemas de tabla de frecuencias tf221 ccesa007
Teoria y problemas de tabla de frecuencias  tf221  ccesa007Teoria y problemas de tabla de frecuencias  tf221  ccesa007
Teoria y problemas de tabla de frecuencias tf221 ccesa007
 

Kürzlich hochgeladen

1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
QucHHunhnh
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
ciinovamais
 
Seal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptxSeal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptx
negromaestrong
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
heathfieldcps1
 

Kürzlich hochgeladen (20)

INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptxINDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
INDIA QUIZ 2024 RLAC DELHI UNIVERSITY.pptx
 
Role Of Transgenic Animal In Target Validation-1.pptx
Role Of Transgenic Animal In Target Validation-1.pptxRole Of Transgenic Animal In Target Validation-1.pptx
Role Of Transgenic Animal In Target Validation-1.pptx
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdf
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introduction
 
Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104Nutritional Needs Presentation - HLTH 104
Nutritional Needs Presentation - HLTH 104
 
Seal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptxSeal of Good Local Governance (SGLG) 2024Final.pptx
Seal of Good Local Governance (SGLG) 2024Final.pptx
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
 
Unit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptxUnit-IV- Pharma. Marketing Channels.pptx
Unit-IV- Pharma. Marketing Channels.pptx
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
 
ICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptx
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan Fellows
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17How to Give a Domain for a Field in Odoo 17
How to Give a Domain for a Field in Odoo 17
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and Mode
 
Asian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptxAsian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptx
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
 
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural ResourcesEnergy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
 
Application orientated numerical on hev.ppt
Application orientated numerical on hev.pptApplication orientated numerical on hev.ppt
Application orientated numerical on hev.ppt
 

Making sense of sample data

  • 1. 2013/05/07 1 STATISTICS X-Kit Textbook Chapter 8 (Making sense of Sample Data) Precalculus Textbook Appendix B: Concepts in Statistics Par B.1 (Representing Data) ORGANISE& SUMMARISERAW DATA Raw Data Discrete Data Ungrouped Frequency Table Grouped (low frequency) Continuous Data Grouped Frequency Table Number of fraudulent cheques receivedat a bank each week for 30 weeks Week 1 2 3 4 5 6 7 8 9 10 5 3 8 3 3 1 10 4 6 8 Week 11 12 13 14 15 16 17 18 19 20 3 5 4 7 6 6 9 3 4 5 Week 21 22 23 24 25 26 27 28 29 30 7 9 4 5 8 6 4 4 10 4 DISCRETEDATA TERMINOLOGY EXPLANATION Variable of Interest? It is the number of fraudulent cheques in a week. Continuous or Discrete Data? Discrete Data because cheques can only exist in whole numbers. Raw Data? A list of different values. Data has not been processed in any way. Data Point or Observation? Each of the values in the raw data. Frequency? The number of times a data value appears. Frequency Table Table to organise and summarise data. FREQUENCYTABLE Distinct Values Tally Marks Frequency 1 / 1 2 0 3 //// 5 4 //// // 7 5 //// 4 6 //// 4 7 // 2 8 /// 3 9 // 2 10 // 2 GRAPH 0 1 2 3 4 5 6 7 8 1 2 3 4 5 6 7 8 9 10 Frequency Frequency
  • 2. 2013/05/07 2 Truck Data: weights(in tonnes) of 20 fully loaded trucks Truck 1 2 3 4 5 6 7 8 9 10 Weight 4.54 3.81 4.29 5.16 2.51 4.63 4.75 3.98 5.04 2.80 Truck 11 12 13 14 15 16 17 18 19 20 Weight 2.52 5.88 2.95 3.59 3.87 4.17 3.30 5.48 4.26 3.53 CONTINUOUSDATA TERMINOLOGY EXPLANATION Variable of Interest? The weight of a loaded truck. Continuous or Discrete Data? Continuous Data, you can get any number of values between two given values. Frequency Table Table to organise and summarise data. Grouped Frequency Table FREQUENCYTABLE Class Intervals Tally Marks Frequency 𝟐. 𝟓 ≤ 𝒙 ≤ 𝟑. 𝟎 //// 4 𝟑. 𝟎 ≤ 𝒙 ≤ 𝟑. 𝟓 / 1 𝟑. 𝟓 ≤ 𝒙 ≤ 𝟒. 𝟎 //// 5 𝟒. 𝟎 ≤ 𝒙 ≤ 𝟒. 𝟓 /// 3 𝟒. 𝟓 ≤ 𝒙 ≤ 𝟓. 𝟎 /// 3 𝟓. 𝟎 ≤ 𝒙 ≤ 𝟓. 𝟓 // 2 𝟓. 𝟓 ≤ 𝒙 ≤ 𝟔. 𝟎 // 2 GRAPH 0 1 2 3 4 5 6 0 - 2.5 2.5 - 3.0 3.0 - 3.5 3.5 - 4.0 4.0 - 4.5 4.5 - 5.0 5.0 - 5.5 5.5 - 6.0 Frequency Frequency PRESENTATIONOF DATA Frequency Table Pictogram Bar Graphs Histogram Pie Chart Line Graphs Stem-and- Leaf Ogive FREQUENCYTABLE Class Intervals Frequency Cumulative Frequency 𝟐. 𝟓 ≤ 𝒙 ≤ 𝟑. 𝟎 4 4 𝟑. 𝟎 ≤ 𝒙 ≤ 𝟑. 𝟓 1 5 𝟑. 𝟓 ≤ 𝒙 ≤ 𝟒. 𝟎 5 10 𝟒. 𝟎 ≤ 𝒙 ≤ 𝟒. 𝟓 3 13 𝟒. 𝟓 ≤ 𝒙 ≤ 𝟓. 𝟎 3 16 𝟓. 𝟎 ≤ 𝒙 ≤ 𝟓. 𝟓 3 19 𝟓. 𝟓 ≤ 𝒙 ≤ 𝟔. 𝟎 1 20
  • 3. 2013/05/07 3 OGIVE 0 5 10 15 20 25 2.5 3 3.5 4 4.5 5 5.5 6 Cumulative Frequency Cumulative Frequency Pictogram: Net Worthof America'sRichest Billionaires Pie Chart: Average Annual Expenses in a U.S. Household EXAMPLE In a class with 30 pupils there are 12 with blue eyes; 9 with brown eyes; 4 with dark brown eyes and 5 with green eyes. 1. Draw a pie chart showing this information. 2. Calculate the fraction and percentage represented by each eye colour. EXAMPLE: SOLUTION Colour of Eyes Frequency Angle at Centre Percentage Blue 12 𝟏𝟐 𝟑𝟎 × 𝟑𝟔𝟎° = 𝟏𝟒𝟒° 𝟏𝟐 𝟑𝟎 × 𝟏𝟎𝟎 = 𝟒𝟎% Brown 9 𝟗 𝟑𝟎 × 𝟑𝟔𝟎° = 𝟏𝟎𝟖° 𝟗 𝟑𝟎 × 𝟏𝟎𝟎 = 𝟑𝟎% Dark Brown 4 𝟒 𝟑𝟎 × 𝟑𝟔𝟎° = 𝟒𝟖° 𝟒 𝟑𝟎 × 𝟏𝟎𝟎 = 𝟏𝟑, 𝟑% Green 5 𝟓 𝟑𝟎 × 𝟑𝟔𝟎° = 𝟔𝟎° 𝟓 𝟑𝟎 × 𝟏𝟎𝟎 = 𝟏𝟔, 𝟕% Total 30 𝟑𝟔𝟎° 𝟏𝟎𝟎% PIE CHART Blue Brown Dark Brown Green
  • 4. 2013/05/07 4 Bar Graph: Expected U.S. PopulationAged 100 and Over DoubleBar Graph: Fuel Efficiency LineGraph: Effectof Inflationon the Valueof a $100,000 LifeInsurance Policy DoubleLineGraph: Populationsof Californiaand Texas Stem-and-Leaf Plot Represent the data below in a stem-and-leaf plot: 152; 165; 143; 139; 138; 144; 150; 158; 161; 157; 143; 156; 162; 165; 139; 158; 151; 167; 166; 160; 170; 132; 145; 151; 148; 147; 171; 155; 146; 141. Stem-and-Leaf Plot STEM LEAVES 13 9; 8; 9; 2 14 3; 4; 3; 5; 8; 7; 6; 1 15 2; 0; 8; 7; 6; 8; 1; 1; 5 16 5; 1; 2; 5; 7; 6; 0 17 0; 1