SlideShare a Scribd company logo
1 of 36
Data Visualisation: A Taster
Tony Hirst                                         Martin Hawksey
Dept of Communication and Systems,                      JISC CETIS
The Open University

@psychemedia/blog.ouseful.info       @mhawksey/mashe.hawksey.info
<A QUICK NOTE>
“The most interesting
visualisationsof your data
   will be produced by
     someone else”
Presentation Graphics
         vs.
   Visual Analysis
Explanatory visualization
Data visualizations that are used to
transmit information or a point of
view from the designer to the
reader. Explanatory visualizations
typically have a specific “story” or
information that they are intended
to transmit.

Exploratory visualization
Data visualizations that are used by
the designer for self-informative
purposes to discover
patterns, trends, or sub-problems
in a dataset. Exploratory
visualizations typically don’t have
an already-known story.
Data sketches
  [ Amanda Cox, New York Times ]
Infographics
             ≠
(Exploratory) Visualisation
Macroscopes
Expressions of
  Structure
Hierarchical data and treemaps - medals




Pivot tables
O’Reilly Annual Review of Book Sales
Network structure
                Node and edges
                 All nodes the same sort of thing
                    Edges may be directed or undirected
                      Edges may be weighted




                            Bipartite graph – two sorts of nodes
                               Can collapse a bipartite graph to
                                get a new view over the data
Dynamics
Trends




Autocorrelation
@mediaczar




             (Accession Plot)
“Literate visualisation”
  (writing diagrams)
ggplot( mydata,
aes(x=xVal,y=yVal)) +
geom_point() +
facet_wrap(~mygroup)
Data   Application   Output




Data     [Code]      Output

More Related Content

Similar to Iwmw12 data viz taster

数据可视化 概念案例方法 王成军 20140104
数据可视化 概念案例方法 王成军 20140104数据可视化 概念案例方法 王成军 20140104
数据可视化 概念案例方法 王成军 20140104Chengjun Wang
 
Beyond Memorability: Visualization Recognition
Beyond Memorability: Visualization RecognitionBeyond Memorability: Visualization Recognition
Beyond Memorability: Visualization RecognitionYi Fu Lin
 
Data Structure Graph DMZ #DMZone
Data Structure Graph DMZ #DMZoneData Structure Graph DMZ #DMZone
Data Structure Graph DMZ #DMZoneDoug Needham
 
Visual Conversations
Visual ConversationsVisual Conversations
Visual ConversationsTony Hirst
 
Visual Analytics in Big Data
Visual Analytics in Big DataVisual Analytics in Big Data
Visual Analytics in Big DataSaurabh Shanbhag
 
Beauty as a Bridge to NodeXL
Beauty as a Bridge to NodeXLBeauty as a Bridge to NodeXL
Beauty as a Bridge to NodeXLShalin Hai-Jew
 
Analyzing and Visualizing Data Chapter 6Data Represent.docx
Analyzing and Visualizing Data Chapter 6Data Represent.docxAnalyzing and Visualizing Data Chapter 6Data Represent.docx
Analyzing and Visualizing Data Chapter 6Data Represent.docxdurantheseldine
 
Nagios Conference 2013 - Andy Brist - Data Visualizations and Nagios XI
Nagios Conference 2013 - Andy Brist - Data Visualizations and Nagios XINagios Conference 2013 - Andy Brist - Data Visualizations and Nagios XI
Nagios Conference 2013 - Andy Brist - Data Visualizations and Nagios XINagios
 
5. working on data using R -Cleaning, filtering ,transformation, Sampling
5. working on data using R -Cleaning, filtering ,transformation, Sampling5. working on data using R -Cleaning, filtering ,transformation, Sampling
5. working on data using R -Cleaning, filtering ,transformation, Samplingkrishna singh
 
Graph Analyses with Python and NetworkX
Graph Analyses with Python and NetworkXGraph Analyses with Python and NetworkX
Graph Analyses with Python and NetworkXBenjamin Bengfort
 
Semantic Interoperability & Information Brokering in Global Information Systems
Semantic Interoperability & Information Brokering in Global Information SystemsSemantic Interoperability & Information Brokering in Global Information Systems
Semantic Interoperability & Information Brokering in Global Information SystemsAmit Sheth
 
Making attractive Big Data Diagrams
Making attractive Big Data DiagramsMaking attractive Big Data Diagrams
Making attractive Big Data DiagramsPeter Zvirinsky
 
Visualisation Tools to Support Data Engagement
Visualisation Tools to Support Data EngagementVisualisation Tools to Support Data Engagement
Visualisation Tools to Support Data EngagementTony Hirst
 
UNIT-4.docx
UNIT-4.docxUNIT-4.docx
UNIT-4.docxscet315
 
Formations & Deformations of Social Network Graphs
Formations & Deformations of Social Network GraphsFormations & Deformations of Social Network Graphs
Formations & Deformations of Social Network GraphsShalin Hai-Jew
 
Python for data science
Python for data sciencePython for data science
Python for data sciencebotsplash.com
 
Data Visualization Techniques
Data Visualization TechniquesData Visualization Techniques
Data Visualization TechniquesAllAnalytics
 

Similar to Iwmw12 data viz taster (20)

数据可视化 概念案例方法 王成军 20140104
数据可视化 概念案例方法 王成军 20140104数据可视化 概念案例方法 王成军 20140104
数据可视化 概念案例方法 王成军 20140104
 
Beyond Memorability: Visualization Recognition
Beyond Memorability: Visualization RecognitionBeyond Memorability: Visualization Recognition
Beyond Memorability: Visualization Recognition
 
Data Structure Graph DMZ #DMZone
Data Structure Graph DMZ #DMZoneData Structure Graph DMZ #DMZone
Data Structure Graph DMZ #DMZone
 
Visual Conversations
Visual ConversationsVisual Conversations
Visual Conversations
 
Visual Analytics in Big Data
Visual Analytics in Big DataVisual Analytics in Big Data
Visual Analytics in Big Data
 
Beauty as a Bridge to NodeXL
Beauty as a Bridge to NodeXLBeauty as a Bridge to NodeXL
Beauty as a Bridge to NodeXL
 
Analyzing and Visualizing Data Chapter 6Data Represent.docx
Analyzing and Visualizing Data Chapter 6Data Represent.docxAnalyzing and Visualizing Data Chapter 6Data Represent.docx
Analyzing and Visualizing Data Chapter 6Data Represent.docx
 
Nagios Conference 2013 - Andy Brist - Data Visualizations and Nagios XI
Nagios Conference 2013 - Andy Brist - Data Visualizations and Nagios XINagios Conference 2013 - Andy Brist - Data Visualizations and Nagios XI
Nagios Conference 2013 - Andy Brist - Data Visualizations and Nagios XI
 
5. working on data using R -Cleaning, filtering ,transformation, Sampling
5. working on data using R -Cleaning, filtering ,transformation, Sampling5. working on data using R -Cleaning, filtering ,transformation, Sampling
5. working on data using R -Cleaning, filtering ,transformation, Sampling
 
Graph Analyses with Python and NetworkX
Graph Analyses with Python and NetworkXGraph Analyses with Python and NetworkX
Graph Analyses with Python and NetworkX
 
Semantic Interoperability & Information Brokering in Global Information Systems
Semantic Interoperability & Information Brokering in Global Information SystemsSemantic Interoperability & Information Brokering in Global Information Systems
Semantic Interoperability & Information Brokering in Global Information Systems
 
Making attractive Big Data Diagrams
Making attractive Big Data DiagramsMaking attractive Big Data Diagrams
Making attractive Big Data Diagrams
 
8606BICA2.pptx
8606BICA2.pptx8606BICA2.pptx
8606BICA2.pptx
 
Visualisation Tools to Support Data Engagement
Visualisation Tools to Support Data EngagementVisualisation Tools to Support Data Engagement
Visualisation Tools to Support Data Engagement
 
UNIT-4.docx
UNIT-4.docxUNIT-4.docx
UNIT-4.docx
 
Cetis12 sna
Cetis12 snaCetis12 sna
Cetis12 sna
 
Formations & Deformations of Social Network Graphs
Formations & Deformations of Social Network GraphsFormations & Deformations of Social Network Graphs
Formations & Deformations of Social Network Graphs
 
Python for data science
Python for data sciencePython for data science
Python for data science
 
Data Visualization Techniques
Data Visualization TechniquesData Visualization Techniques
Data Visualization Techniques
 
Visualization
VisualizationVisualization
Visualization
 

More from Tony Hirst

15 in 20 research fiesta
15 in 20 research fiesta15 in 20 research fiesta
15 in 20 research fiestaTony Hirst
 
Jupyternotebooks ou.pptx
Jupyternotebooks ou.pptxJupyternotebooks ou.pptx
Jupyternotebooks ou.pptxTony Hirst
 
Virtual computing.pptx
Virtual computing.pptxVirtual computing.pptx
Virtual computing.pptxTony Hirst
 
ouseful-parlihacks
ouseful-parlihacksouseful-parlihacks
ouseful-parlihacksTony Hirst
 
Notes on the Future - ILI2015 Workshop
Notes on the Future - ILI2015 WorkshopNotes on the Future - ILI2015 Workshop
Notes on the Future - ILI2015 WorkshopTony Hirst
 
Community Journalism Conf - hyperlocal data wire
Community Journalism Conf - hyperlocal data wireCommunity Journalism Conf - hyperlocal data wire
Community Journalism Conf - hyperlocal data wireTony Hirst
 
Residential school 2015_robotics_interest
Residential school 2015_robotics_interestResidential school 2015_robotics_interest
Residential school 2015_robotics_interestTony Hirst
 
Data Mining - Separating Fact From Fiction - NetIKX
Data Mining - Separating Fact From Fiction - NetIKXData Mining - Separating Fact From Fiction - NetIKX
Data Mining - Separating Fact From Fiction - NetIKXTony Hirst
 
A Quick Tour of OpenRefine
A Quick Tour of OpenRefineA Quick Tour of OpenRefine
A Quick Tour of OpenRefineTony Hirst
 
Conversations with data
Conversations with dataConversations with data
Conversations with dataTony Hirst
 
Data reuse OU workshop bingo
Data reuse OU workshop bingoData reuse OU workshop bingo
Data reuse OU workshop bingoTony Hirst
 
Inspiring content - You Don't Need Big Data to Tell Good Data Stories
Inspiring content - You Don't Need Big Data to Tell Good Data Stories Inspiring content - You Don't Need Big Data to Tell Good Data Stories
Inspiring content - You Don't Need Big Data to Tell Good Data Stories Tony Hirst
 
Lincoln jun14datajournalism
Lincoln jun14datajournalismLincoln jun14datajournalism
Lincoln jun14datajournalismTony Hirst
 
Lincoln Journalism Research Day - Data Journalism
Lincoln Journalism Research Day - Data JournalismLincoln Journalism Research Day - Data Journalism
Lincoln Journalism Research Day - Data JournalismTony Hirst
 
Hestia linear tales
Hestia linear talesHestia linear tales
Hestia linear talesTony Hirst
 

More from Tony Hirst (20)

15 in 20 research fiesta
15 in 20 research fiesta15 in 20 research fiesta
15 in 20 research fiesta
 
Dev8d jupyter
Dev8d jupyterDev8d jupyter
Dev8d jupyter
 
Ili 16 robot
Ili 16 robotIli 16 robot
Ili 16 robot
 
Jupyternotebooks ou.pptx
Jupyternotebooks ou.pptxJupyternotebooks ou.pptx
Jupyternotebooks ou.pptx
 
Virtual computing.pptx
Virtual computing.pptxVirtual computing.pptx
Virtual computing.pptx
 
ouseful-parlihacks
ouseful-parlihacksouseful-parlihacks
ouseful-parlihacks
 
Notes on the Future - ILI2015 Workshop
Notes on the Future - ILI2015 WorkshopNotes on the Future - ILI2015 Workshop
Notes on the Future - ILI2015 Workshop
 
Community Journalism Conf - hyperlocal data wire
Community Journalism Conf - hyperlocal data wireCommunity Journalism Conf - hyperlocal data wire
Community Journalism Conf - hyperlocal data wire
 
Residential school 2015_robotics_interest
Residential school 2015_robotics_interestResidential school 2015_robotics_interest
Residential school 2015_robotics_interest
 
Data Mining - Separating Fact From Fiction - NetIKX
Data Mining - Separating Fact From Fiction - NetIKXData Mining - Separating Fact From Fiction - NetIKX
Data Mining - Separating Fact From Fiction - NetIKX
 
Week4
Week4Week4
Week4
 
A Quick Tour of OpenRefine
A Quick Tour of OpenRefineA Quick Tour of OpenRefine
A Quick Tour of OpenRefine
 
Conversations with data
Conversations with dataConversations with data
Conversations with data
 
Data reuse OU workshop bingo
Data reuse OU workshop bingoData reuse OU workshop bingo
Data reuse OU workshop bingo
 
Inspiring content - You Don't Need Big Data to Tell Good Data Stories
Inspiring content - You Don't Need Big Data to Tell Good Data Stories Inspiring content - You Don't Need Big Data to Tell Good Data Stories
Inspiring content - You Don't Need Big Data to Tell Good Data Stories
 
Lincoln jun14datajournalism
Lincoln jun14datajournalismLincoln jun14datajournalism
Lincoln jun14datajournalism
 
Lincoln Journalism Research Day - Data Journalism
Lincoln Journalism Research Day - Data JournalismLincoln Journalism Research Day - Data Journalism
Lincoln Journalism Research Day - Data Journalism
 
Calrg14 tm351
Calrg14 tm351Calrg14 tm351
Calrg14 tm351
 
Calrg14 tm351
Calrg14 tm351Calrg14 tm351
Calrg14 tm351
 
Hestia linear tales
Hestia linear talesHestia linear tales
Hestia linear tales
 

Recently uploaded

How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17Celine George
 
Procuring digital preservation CAN be quick and painless with our new dynamic...
Procuring digital preservation CAN be quick and painless with our new dynamic...Procuring digital preservation CAN be quick and painless with our new dynamic...
Procuring digital preservation CAN be quick and painless with our new dynamic...Jisc
 
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxMULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxAnupkumar Sharma
 
ACC 2024 Chronicles. Cardiology. Exam.pdf
ACC 2024 Chronicles. Cardiology. Exam.pdfACC 2024 Chronicles. Cardiology. Exam.pdf
ACC 2024 Chronicles. Cardiology. Exam.pdfSpandanaRallapalli
 
What is Model Inheritance in Odoo 17 ERP
What is Model Inheritance in Odoo 17 ERPWhat is Model Inheritance in Odoo 17 ERP
What is Model Inheritance in Odoo 17 ERPCeline George
 
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfGrade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfJemuel Francisco
 
Barangay Council for the Protection of Children (BCPC) Orientation.pptx
Barangay Council for the Protection of Children (BCPC) Orientation.pptxBarangay Council for the Protection of Children (BCPC) Orientation.pptx
Barangay Council for the Protection of Children (BCPC) Orientation.pptxCarlos105
 
Difference Between Search & Browse Methods in Odoo 17
Difference Between Search & Browse Methods in Odoo 17Difference Between Search & Browse Methods in Odoo 17
Difference Between Search & Browse Methods in Odoo 17Celine George
 
ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4MiaBumagat1
 
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...Nguyen Thanh Tu Collection
 
ECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptx
ECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptxECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptx
ECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptxiammrhaywood
 
ENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choomENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choomnelietumpap1
 
Proudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptxProudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptxthorishapillay1
 
AMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdf
AMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdfAMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdf
AMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdfphamnguyenenglishnb
 
Earth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice greatEarth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice greatYousafMalik24
 
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)lakshayb543
 
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...JhezDiaz1
 
Concurrency Control in Database Management system
Concurrency Control in Database Management systemConcurrency Control in Database Management system
Concurrency Control in Database Management systemChristalin Nelson
 

Recently uploaded (20)

How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17How to Add Barcode on PDF Report in Odoo 17
How to Add Barcode on PDF Report in Odoo 17
 
Procuring digital preservation CAN be quick and painless with our new dynamic...
Procuring digital preservation CAN be quick and painless with our new dynamic...Procuring digital preservation CAN be quick and painless with our new dynamic...
Procuring digital preservation CAN be quick and painless with our new dynamic...
 
YOUVE_GOT_EMAIL_PRELIMS_EL_DORADO_2024.pptx
YOUVE_GOT_EMAIL_PRELIMS_EL_DORADO_2024.pptxYOUVE_GOT_EMAIL_PRELIMS_EL_DORADO_2024.pptx
YOUVE_GOT_EMAIL_PRELIMS_EL_DORADO_2024.pptx
 
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptxMULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
MULTIDISCIPLINRY NATURE OF THE ENVIRONMENTAL STUDIES.pptx
 
ACC 2024 Chronicles. Cardiology. Exam.pdf
ACC 2024 Chronicles. Cardiology. Exam.pdfACC 2024 Chronicles. Cardiology. Exam.pdf
ACC 2024 Chronicles. Cardiology. Exam.pdf
 
What is Model Inheritance in Odoo 17 ERP
What is Model Inheritance in Odoo 17 ERPWhat is Model Inheritance in Odoo 17 ERP
What is Model Inheritance in Odoo 17 ERP
 
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdfGrade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
Grade 9 Quarter 4 Dll Grade 9 Quarter 4 DLL.pdf
 
Barangay Council for the Protection of Children (BCPC) Orientation.pptx
Barangay Council for the Protection of Children (BCPC) Orientation.pptxBarangay Council for the Protection of Children (BCPC) Orientation.pptx
Barangay Council for the Protection of Children (BCPC) Orientation.pptx
 
Difference Between Search & Browse Methods in Odoo 17
Difference Between Search & Browse Methods in Odoo 17Difference Between Search & Browse Methods in Odoo 17
Difference Between Search & Browse Methods in Odoo 17
 
ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4ANG SEKTOR NG agrikultura.pptx QUARTER 4
ANG SEKTOR NG agrikultura.pptx QUARTER 4
 
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
HỌC TỐT TIẾNG ANH 11 THEO CHƯƠNG TRÌNH GLOBAL SUCCESS ĐÁP ÁN CHI TIẾT - CẢ NĂ...
 
ECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptx
ECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptxECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptx
ECONOMIC CONTEXT - PAPER 1 Q3: NEWSPAPERS.pptx
 
ENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choomENGLISH6-Q4-W3.pptxqurter our high choom
ENGLISH6-Q4-W3.pptxqurter our high choom
 
Proudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptxProudly South Africa powerpoint Thorisha.pptx
Proudly South Africa powerpoint Thorisha.pptx
 
AMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdf
AMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdfAMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdf
AMERICAN LANGUAGE HUB_Level2_Student'sBook_Answerkey.pdf
 
FINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptx
FINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptxFINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptx
FINALS_OF_LEFT_ON_C'N_EL_DORADO_2024.pptx
 
Earth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice greatEarth Day Presentation wow hello nice great
Earth Day Presentation wow hello nice great
 
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
Visit to a blind student's school🧑‍🦯🧑‍🦯(community medicine)
 
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
ENGLISH 7_Q4_LESSON 2_ Employing a Variety of Strategies for Effective Interp...
 
Concurrency Control in Database Management system
Concurrency Control in Database Management systemConcurrency Control in Database Management system
Concurrency Control in Database Management system
 

Iwmw12 data viz taster

Editor's Notes

  1. Collaborative commentary
  2. library(ggplot2)mydata=with(anscombe,data.frame(xVal=c(x1,x2,x3,x4), yVal=c(y1,y2,y3,y4), mygroup=gl(4,nrow(anscombe))))