SlideShare une entreprise Scribd logo
1  sur  29
Data Landmarks
Identify the maximum, minimum, range, median, mode, and mean for a data set ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Click here to test your knowledge.
Maximum ,[object Object],96, 94, 98, 90, 94, 85 The maximum for this set of data is 98 because it is the highest value. Try One!
Find the maximum for the following data set: ,[object Object],98 99 100 95
Correct! ,[object Object],98, 94, 97, 95, 95,  99 , 92, 85, 72, 89 is 99 because 99 is the highest value in the set. Click here to return to the main menu!
Keep Trying! ,[object Object],98, 94, 97, 95, 95,  99 , 92, 85, 72, 89 is 99 because 99 is the highest value in the set. Click here to return to the main menu!
Minimum ,[object Object],96, 94, 98, 90, 94, 85 The minimum for this set of data is 85 because it is the lowest value. Try One!
Find the minimum for the following data set: ,[object Object],98 99 72 61
Correct! ,[object Object],98, 94, 97, 95, 95, 99, 92, 85,  72 , 89 is 72 because 72 is the lowest value in the set. Click here to return to the main menu!
Keep Trying! ,[object Object],98, 94, 97, 95, 95, 99, 92, 85,  72 , 89 is 72 because 72 is the lowest value in the set. Click here to return to the main menu!
Range ,[object Object],96, 94, 98, 90, 94, 85 The range for this set of data is 8 because the maximum (98) minus the minimum (90) = 8 Try One!
Find the range for the following data set: ,[object Object],16 27 10 18
Correct! ,[object Object],98, 94, 97, 95, 95, 99, 92, 85, 72, 89 is 27 because 99 (max) – 72 (min) = 27 Click here to return to the main menu!
Keep Trying! ,[object Object],98, 94, 97, 95, 95, 99, 92, 85, 72, 89 is 27 because 99 (max) – 72 (min) = 27 Click here to return to the main menu!
Median ,[object Object],The median for this set of data is 94 because it is the middle value. 85, 90, 94, 94, 96, 98 Try One! Don’t forget to put the data in order from least to greatest first!
Find the median for the following data set: ,[object Object],94 97 94.5 95
Correct! ,[object Object],98, 94, 97, 95, 95, 99, 92, 85, 72, 89 is 94.5 because it is halfway between the two middle values. (You will only do this when there is an even number of values.  If the number of values is odd, the median is the number in the middle.) Reorder the values: 72, 85, 89, 92,  94, 95 , 95, 97, 98, 99 94 + 95 = 189; 189 / 2 = 94.5 Click here to return to the main menu!
Keep Trying! ,[object Object],98, 94, 97, 95, 95, 99, 92, 85, 72, 89 is 94.5 because it is halfway between the two middle values. (You will only do this when there is an even number of values.  If the number of values is odd, the median is the number in the middle.) Reorder the values: 72, 85, 89, 92,  94, 95 , 95, 97, 98, 99 94 + 95 = 189; 189 / 2 = 94.5 Click here to return to the main menu!
Mode ,[object Object],The mode for this set of data is 94 because it occurs the most often. 85, 90, 94, 94, 96, 98 Try One!
Find the mode for the following data set: ,[object Object],95 97 99 92
Correct! ,[object Object],98, 94, 97,  95 ,  95 , 99, 92, 85, 72, 89 is 95 because 95 is the value that occurs the most often. Click here to return to the main menu!
Keep Trying! ,[object Object],98, 94, 97,  95 ,  95 , 99, 92, 85, 72, 89 is 95 because 95 is the value that occurs the most often. Click here to return to the main menu!
Mean ,[object Object],The mean for this set of data can be found by: finding the sum of the values = 557 Dividing by the total number of values = 557 / 6  = 92.83 85, 90, 94, 94, 96, 98 Try One!
Find the mean for the following data set: ,[object Object],95 91.6 99 90
Correct! ,[object Object],98, 94, 97, 95, 95, 99, 92, 85, 72, 89 is 91.6 because when you add the values together and divide them equally (find the sum of all values and divide it by the total number of values) you get: 98 + 94 + 97 + 95 + 95 + 99 + 92 + 85 + 72 + 89 = 919 916 / 10 =  91.6 Click here to return to the main menu!
Keep Trying! ,[object Object],98, 94, 97, 95, 95, 99, 92, 85, 72, 89 is 91.6 because when you add the values together and divide them equally (find the sum of all values and divide it by the total number of values) you get: 98 + 94 + 97 + 95 + 95 + 99 + 92 + 85 + 72 + 89 = 919 916 / 10 =  91.6 Click here to return to the main menu!
Find the max, min, range, mean, median, and mode of the following data set: ,[object Object],max= 100 min= 90 med= 95 mean= 94.7 mode= 90  range = 10  max= 100 min= 90 med= 94 mean= 95 mode= 90 range = 6 max= 100 min= 90 med= 96 mean= 94 mode= 90 range = 10 max= 100 min= 90 med= 95 mean= 95.7 mode= 90 range = 4.3
Correct! ,[object Object],max= 100 min= 90 med= 95 mean= 94.7 mode= 90  range = 10  91, 96, 97, 92, 94,  90 , 90, 98, 99,  100 Click here to return to the main menu!
Keep Trying! ,[object Object],max= 100 min= 90 med= 95 mean= 94.7 mode= 90 range = 10  91, 96, 97, 92, 94,  90 , 90, 98, 99,  100 Click here to return to the main menu!

Contenu connexe

Similaire à Data Landmarks

Sec. 2.8 mean, median, mode and range
Sec. 2.8 mean, median, mode and rangeSec. 2.8 mean, median, mode and range
Sec. 2.8 mean, median, mode and rangebweldon
 
3A. MEASURES OF CENTRAL TENDENCY UNGROUP AND GROUP DATA.pptx
3A. MEASURES OF CENTRAL TENDENCY UNGROUP AND GROUP DATA.pptx3A. MEASURES OF CENTRAL TENDENCY UNGROUP AND GROUP DATA.pptx
3A. MEASURES OF CENTRAL TENDENCY UNGROUP AND GROUP DATA.pptxKarenKayeJimenez2
 
Measures of Central Tendency
Measures of Central TendencyMeasures of Central Tendency
Measures of Central TendencyRegina Cruz
 
Measures of Central Tendency.ppt
Measures of Central Tendency.pptMeasures of Central Tendency.ppt
Measures of Central Tendency.pptAdamRayManlunas1
 
Measures of central tendency
Measures of central tendencyMeasures of central tendency
Measures of central tendencyKenneth Osabal
 
Measures of central tendency by maria diza c. febrio
Measures of central tendency by maria diza c. febrioMeasures of central tendency by maria diza c. febrio
Measures of central tendency by maria diza c. febriomariadiza
 
assessment-1-report-1.pptx
assessment-1-report-1.pptxassessment-1-report-1.pptx
assessment-1-report-1.pptxcalpetrishamae0
 
Basic Descriptive Statistics
Basic Descriptive StatisticsBasic Descriptive Statistics
Basic Descriptive Statisticssikojp
 
Week 6 lecture_math_221_dec_2012
Week 6 lecture_math_221_dec_2012Week 6 lecture_math_221_dec_2012
Week 6 lecture_math_221_dec_2012Brent Heard
 
03 central tendency and disperson
03   central tendency and disperson03   central tendency and disperson
03 central tendency and dispersonErnie Cerado
 
Statistics101: Numerical Measures
Statistics101: Numerical MeasuresStatistics101: Numerical Measures
Statistics101: Numerical Measureszahid-mian
 
Role of estimation in statistics
Role of estimation in statisticsRole of estimation in statistics
Role of estimation in statisticsNadeem Uddin
 
Powerpoint on Central Tendency and Dispersion.ppt
Powerpoint on Central Tendency and Dispersion.pptPowerpoint on Central Tendency and Dispersion.ppt
Powerpoint on Central Tendency and Dispersion.pptRosemarieTolentino5
 
Report frequency distribution table
Report frequency distribution tableReport frequency distribution table
Report frequency distribution tableMaTeresa Berondo
 
Mean median mode_range
Mean median mode_rangeMean median mode_range
Mean median mode_rangeWorserbay
 

Similaire à Data Landmarks (20)

Central tedency
Central tedencyCentral tedency
Central tedency
 
Statistics
StatisticsStatistics
Statistics
 
Sec. 2.8 mean, median, mode and range
Sec. 2.8 mean, median, mode and rangeSec. 2.8 mean, median, mode and range
Sec. 2.8 mean, median, mode and range
 
3A. MEASURES OF CENTRAL TENDENCY UNGROUP AND GROUP DATA.pptx
3A. MEASURES OF CENTRAL TENDENCY UNGROUP AND GROUP DATA.pptx3A. MEASURES OF CENTRAL TENDENCY UNGROUP AND GROUP DATA.pptx
3A. MEASURES OF CENTRAL TENDENCY UNGROUP AND GROUP DATA.pptx
 
Measures of Central Tendency
Measures of Central TendencyMeasures of Central Tendency
Measures of Central Tendency
 
Measures of Central Tendency.ppt
Measures of Central Tendency.pptMeasures of Central Tendency.ppt
Measures of Central Tendency.ppt
 
Measures of central tendency
Measures of central tendencyMeasures of central tendency
Measures of central tendency
 
Measures of central tendency by maria diza c. febrio
Measures of central tendency by maria diza c. febrioMeasures of central tendency by maria diza c. febrio
Measures of central tendency by maria diza c. febrio
 
assessment-1-report-1.pptx
assessment-1-report-1.pptxassessment-1-report-1.pptx
assessment-1-report-1.pptx
 
Basic Descriptive Statistics
Basic Descriptive StatisticsBasic Descriptive Statistics
Basic Descriptive Statistics
 
Week 6 lecture_math_221_dec_2012
Week 6 lecture_math_221_dec_2012Week 6 lecture_math_221_dec_2012
Week 6 lecture_math_221_dec_2012
 
03 central tendency and disperson
03   central tendency and disperson03   central tendency and disperson
03 central tendency and disperson
 
Descriptive statistics and graphs
Descriptive statistics and graphsDescriptive statistics and graphs
Descriptive statistics and graphs
 
Statistics101: Numerical Measures
Statistics101: Numerical MeasuresStatistics101: Numerical Measures
Statistics101: Numerical Measures
 
Role of estimation in statistics
Role of estimation in statisticsRole of estimation in statistics
Role of estimation in statistics
 
Powerpoint on Central Tendency and Dispersion.ppt
Powerpoint on Central Tendency and Dispersion.pptPowerpoint on Central Tendency and Dispersion.ppt
Powerpoint on Central Tendency and Dispersion.ppt
 
Report frequency distribution table
Report frequency distribution tableReport frequency distribution table
Report frequency distribution table
 
Mean median mode_range
Mean median mode_rangeMean median mode_range
Mean median mode_range
 
Standard deviation
Standard deviationStandard deviation
Standard deviation
 
Mean medianmode3
Mean medianmode3Mean medianmode3
Mean medianmode3
 

Plus de Renegarmath

Doing Differentiation
Doing DifferentiationDoing Differentiation
Doing DifferentiationRenegarmath
 
Creating An Assessment On Pearson Successnet
Creating An Assessment On Pearson SuccessnetCreating An Assessment On Pearson Successnet
Creating An Assessment On Pearson SuccessnetRenegarmath
 
Math Differentiation Through Technology
Math Differentiation Through TechnologyMath Differentiation Through Technology
Math Differentiation Through TechnologyRenegarmath
 
Differentiating with technology
Differentiating with technologyDifferentiating with technology
Differentiating with technologyRenegarmath
 
Steps For Creating A Portaportal Account
Steps For Creating A Portaportal AccountSteps For Creating A Portaportal Account
Steps For Creating A Portaportal AccountRenegarmath
 
Division Jeopardy
Division JeopardyDivision Jeopardy
Division JeopardyRenegarmath
 
Unit 12: Probability
Unit 12: ProbabilityUnit 12: Probability
Unit 12: ProbabilityRenegarmath
 
Multipllication Bulls Eye
Multipllication Bulls EyeMultipllication Bulls Eye
Multipllication Bulls EyeRenegarmath
 
Unit 2 (5th Grade)
Unit 2 (5th Grade)Unit 2 (5th Grade)
Unit 2 (5th Grade)Renegarmath
 
Learning Modalities
Learning ModalitiesLearning Modalities
Learning ModalitiesRenegarmath
 
Unit 1 Number Theory (5th Grade)
Unit 1 Number Theory (5th Grade)Unit 1 Number Theory (5th Grade)
Unit 1 Number Theory (5th Grade)Renegarmath
 
5th Grade Math Calendar2007-2008
5th Grade Math Calendar2007-20085th Grade Math Calendar2007-2008
5th Grade Math Calendar2007-2008Renegarmath
 
Box Plots and Histograms
Box Plots and HistogramsBox Plots and Histograms
Box Plots and HistogramsRenegarmath
 

Plus de Renegarmath (20)

Open House 1
Open House 1Open House 1
Open House 1
 
Open House 2
Open House 2Open House 2
Open House 2
 
Doing Differentiation
Doing DifferentiationDoing Differentiation
Doing Differentiation
 
Creating An Assessment On Pearson Successnet
Creating An Assessment On Pearson SuccessnetCreating An Assessment On Pearson Successnet
Creating An Assessment On Pearson Successnet
 
Math Differentiation Through Technology
Math Differentiation Through TechnologyMath Differentiation Through Technology
Math Differentiation Through Technology
 
Differentiating with technology
Differentiating with technologyDifferentiating with technology
Differentiating with technology
 
Steps For Creating A Portaportal Account
Steps For Creating A Portaportal AccountSteps For Creating A Portaportal Account
Steps For Creating A Portaportal Account
 
Division Jeopardy
Division JeopardyDivision Jeopardy
Division Jeopardy
 
Jeopardy
JeopardyJeopardy
Jeopardy
 
Unit 6
Unit 6Unit 6
Unit 6
 
Unit 5
Unit 5Unit 5
Unit 5
 
Unit 12: Probability
Unit 12: ProbabilityUnit 12: Probability
Unit 12: Probability
 
Unit 3
Unit 3Unit 3
Unit 3
 
Unit 8
Unit 8Unit 8
Unit 8
 
Multipllication Bulls Eye
Multipllication Bulls EyeMultipllication Bulls Eye
Multipllication Bulls Eye
 
Unit 2 (5th Grade)
Unit 2 (5th Grade)Unit 2 (5th Grade)
Unit 2 (5th Grade)
 
Learning Modalities
Learning ModalitiesLearning Modalities
Learning Modalities
 
Unit 1 Number Theory (5th Grade)
Unit 1 Number Theory (5th Grade)Unit 1 Number Theory (5th Grade)
Unit 1 Number Theory (5th Grade)
 
5th Grade Math Calendar2007-2008
5th Grade Math Calendar2007-20085th Grade Math Calendar2007-2008
5th Grade Math Calendar2007-2008
 
Box Plots and Histograms
Box Plots and HistogramsBox Plots and Histograms
Box Plots and Histograms
 

Dernier

How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity PlanDatabarracks
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .Alan Dix
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsPixlogix Infotech
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfPrecisely
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteDianaGray10
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxhariprasad279825
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxNavinnSomaal
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfRankYa
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyAlfredo García Lavilla
 

Dernier (20)

E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity Plan
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and Cons
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test Suite
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptx
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
SAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptxSAP Build Work Zone - Overview L2-L3.pptx
SAP Build Work Zone - Overview L2-L3.pptx
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdf
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easy
 

Data Landmarks

  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12.
  • 13.
  • 14.
  • 15.
  • 16.
  • 17.
  • 18.
  • 19.
  • 20.
  • 21.
  • 22.
  • 23.
  • 24.
  • 25.
  • 26.
  • 27.
  • 28.
  • 29.