SlideShare a Scribd company logo

Performance data visualization with r and tableau

•
•
E
Enkitec
Technology
1 of 8
Download to read offline
Performance Data Visualization with R and Tableau Karl Arao – Senior Technical Consultant, Enkitec Tyler Muth – Chief Database Engineer, Oracle Public Sector http://snipurl.com/e413visual
Agenda • Why Visualize? • The Tools – Tableau –R • Raw Data to Visualization • Use Cases http://snipurl.com/e413visual
Why Visualize? • (show AWR) • (show vmstat) http://snipurl.com/e413visual
The Tools - Tableau http://snipurl.com/e413visual
What is R? • R is an Open Source language and environment for statistical computing and graphics http://www.R-project.org/ • Started in 1994 as an Alternative to SAS, SPSS, etc • Around 2 million R users worldwide – Widely taught in Universities – Many Corporate Analysts know and use R • Thousands of open sources packages to enhance productivity such as: – Bioinformatics with R – Spatial Statistics with R – Financial Market Analysis with R – Linear and Non Linear Modeling http://snipurl.com/e413visual
R’s Popularity http://snipurl.com/e413visual
http://snipurl.com/e413visual
What is Tableau Desktop • Very fast data visualization and analytics tool, lets you ask questions and quickly interact with your data • The UI enables drag-drop style exploratory analysis – duplicate,undo,redo,save • Imagine just playing with data – query, filter, sort, group, drill down, drill up, calculate, organize, summarize • Easily discover relationships, find patterns, locate outliers – dimensions http://www.tableausoftware.com - tableau public (free, 1M rows!) - tableau server (organizations) - tableau online (cloud) http://snipurl.com/e413visual

Recommended

Architecting an audio plugin host as web extension
Architecting an audio plugin host as web extensionArchitecting an audio plugin host as web extension
Architecting an audio plugin host as web extensionChristos Tsakostas
 
11 Open data and Data Sources
11 Open data and Data Sources11 Open data and Data Sources
11 Open data and Data SourcesCleanweb Italy
 
Space Edition, Dr. Ali Nadir Arslan
Space Edition, Dr. Ali Nadir Arslan Space Edition, Dr. Ali Nadir Arslan
Space Edition, Dr. Ali Nadir Arslan MobileMonday Estonia
 
TEAM 5: Extension of Smart Points of Interest
TEAM 5: Extension of Smart Points of InterestTEAM 5: Extension of Smart Points of Interest
TEAM 5: Extension of Smart Points of Interestplan4all
 
Thomas Lilburn cv
Thomas Lilburn cvThomas Lilburn cv
Thomas Lilburn cvThomas Lilburn
 
Microsoft NERD Talk - R and Tableau - 2-4-2013
Microsoft NERD Talk - R and Tableau - 2-4-2013Microsoft NERD Talk - R and Tableau - 2-4-2013
Microsoft NERD Talk - R and Tableau - 2-4-2013Tanya Cashorali
 
Neo4j + Tableau Visual Analytics - GraphConnect SF 2015
Neo4j + Tableau Visual Analytics - GraphConnect SF 2015 Neo4j + Tableau Visual Analytics - GraphConnect SF 2015
Neo4j + Tableau Visual Analytics - GraphConnect SF 2015 Neo4j
 
Data Visualization in Public Health DC TUG March 17 2015
Data Visualization in Public Health DC TUG March 17 2015Data Visualization in Public Health DC TUG March 17 2015
Data Visualization in Public Health DC TUG March 17 2015Ramon Martinez
 

Recommended

Architecting an audio plugin host as web extension
Architecting an audio plugin host as web extensionArchitecting an audio plugin host as web extension
Architecting an audio plugin host as web extensionChristos Tsakostas
 
11 Open data and Data Sources
11 Open data and Data Sources11 Open data and Data Sources
11 Open data and Data SourcesCleanweb Italy
 
Space Edition, Dr. Ali Nadir Arslan
Space Edition, Dr. Ali Nadir Arslan Space Edition, Dr. Ali Nadir Arslan
Space Edition, Dr. Ali Nadir Arslan MobileMonday Estonia
 
TEAM 5: Extension of Smart Points of Interest
TEAM 5: Extension of Smart Points of InterestTEAM 5: Extension of Smart Points of Interest
TEAM 5: Extension of Smart Points of Interestplan4all
 
Thomas Lilburn cv
Thomas Lilburn cvThomas Lilburn cv
Thomas Lilburn cvThomas Lilburn
 
Microsoft NERD Talk - R and Tableau - 2-4-2013
Microsoft NERD Talk - R and Tableau - 2-4-2013Microsoft NERD Talk - R and Tableau - 2-4-2013
Microsoft NERD Talk - R and Tableau - 2-4-2013Tanya Cashorali
 
Neo4j + Tableau Visual Analytics - GraphConnect SF 2015
Neo4j + Tableau Visual Analytics - GraphConnect SF 2015 Neo4j + Tableau Visual Analytics - GraphConnect SF 2015
Neo4j + Tableau Visual Analytics - GraphConnect SF 2015 Neo4j
 
Data Visualization in Public Health DC TUG March 17 2015
Data Visualization in Public Health DC TUG March 17 2015Data Visualization in Public Health DC TUG March 17 2015
Data Visualization in Public Health DC TUG March 17 2015Ramon Martinez
 
5 R Tutorial Data Visualization
5 R Tutorial Data Visualization5 R Tutorial Data Visualization
5 R Tutorial Data VisualizationSakthi Dasans
 
Data Visualization: New Health Data Value
Data Visualization: New Health Data ValueData Visualization: New Health Data Value
Data Visualization: New Health Data ValueRamon Martinez
 
Sparq lreference 1.8-us
Sparq lreference 1.8-usSparq lreference 1.8-us
Sparq lreference 1.8-usAjay Ohri
 
DATA VISUALIZATION WITH R PACKAGES
DATA VISUALIZATION WITH R PACKAGESDATA VISUALIZATION WITH R PACKAGES
DATA VISUALIZATION WITH R PACKAGESFatma ÇINAR
 
Building and deploying large scale real time news system with my sql and dist...
Building and deploying large scale real time news system with my sql and dist...Building and deploying large scale real time news system with my sql and dist...
Building and deploying large scale real time news system with my sql and dist...Tao Cheng
 
Design Meets Healthcare - Stefan Popowycz Presentation (Data Meets Design) - ...
Design Meets Healthcare - Stefan Popowycz Presentation (Data Meets Design) - ...Design Meets Healthcare - Stefan Popowycz Presentation (Data Meets Design) - ...
Design Meets Healthcare - Stefan Popowycz Presentation (Data Meets Design) - ...Stefan Popowycz
 
Data Science and Data Visualization (All about Data Analysis) by Pooja Ajmera
Data Science and Data Visualization (All about Data Analysis) by Pooja AjmeraData Science and Data Visualization (All about Data Analysis) by Pooja Ajmera
Data Science and Data Visualization (All about Data Analysis) by Pooja AjmeraPooja Ajmera
 
Choosing a Data Visualization Tool for Data Scientists_Final
Choosing a Data Visualization Tool for Data Scientists_FinalChoosing a Data Visualization Tool for Data Scientists_Final
Choosing a Data Visualization Tool for Data Scientists_FinalHeather Choi
 
Data Visualization in R
Data Visualization in RData Visualization in R
Data Visualization in RSophia Banton
 
Using Salesforce, ERP, Tableau & R in Sales Forecasting
Using Salesforce, ERP, Tableau & R in Sales ForecastingUsing Salesforce, ERP, Tableau & R in Sales Forecasting
Using Salesforce, ERP, Tableau & R in Sales ForecastingSenturus
 
R programming Language , Rahul Singh
R programming Language , Rahul SinghR programming Language , Rahul Singh
R programming Language , Rahul SinghRavi Basil
 
Visualizing Healthcare Data with Tableau (Toronto Central LHIN Presentation)
Visualizing Healthcare Data with Tableau (Toronto Central LHIN Presentation)Visualizing Healthcare Data with Tableau (Toronto Central LHIN Presentation)
Visualizing Healthcare Data with Tableau (Toronto Central LHIN Presentation)Stefan Popowycz
 
10 Best Practices for Tableau Dashboard Design: Data Exploration and Actionab...
10 Best Practices for Tableau Dashboard Design: Data Exploration and Actionab...10 Best Practices for Tableau Dashboard Design: Data Exploration and Actionab...
10 Best Practices for Tableau Dashboard Design: Data Exploration and Actionab...Senturus
 
R Markdown Tutorial For Beginners
R Markdown Tutorial For BeginnersR Markdown Tutorial For Beginners
R Markdown Tutorial For BeginnersRsquared Academy
 
Big Data & Analytics: End to End on AWS - Technical 101
Big Data & Analytics: End to End on AWS - Technical 101Big Data & Analytics: End to End on AWS - Technical 101
Big Data & Analytics: End to End on AWS - Technical 101Amazon Web Services
 
RMySQL Tutorial For Beginners
RMySQL Tutorial For BeginnersRMySQL Tutorial For Beginners
RMySQL Tutorial For BeginnersRsquared Academy
 
Open Source Software for Data Scientists -- BigConf 2014
Open Source Software for Data Scientists -- BigConf 2014Open Source Software for Data Scientists -- BigConf 2014
Open Source Software for Data Scientists -- BigConf 2014Charlie Greenbacker
 
Executive Dashboard Design on Tableau
Executive Dashboard Design on TableauExecutive Dashboard Design on Tableau
Executive Dashboard Design on TableauMethod360
 
A Few Interesting Things in Apple's Swift Programming Language
A Few Interesting Things in Apple's Swift Programming LanguageA Few Interesting Things in Apple's Swift Programming Language
A Few Interesting Things in Apple's Swift Programming LanguageSmartLogic
 
Agile Marketing: 4 Principles and 13 Hacks - SEOmoz MozCon 2012
Agile Marketing: 4 Principles and 13 Hacks - SEOmoz MozCon 2012Agile Marketing: 4 Principles and 13 Hacks - SEOmoz MozCon 2012
Agile Marketing: 4 Principles and 13 Hacks - SEOmoz MozCon 2012Jonathon Colman
 
Business Analytics with R - Webinar
Business Analytics with R - WebinarBusiness Analytics with R - Webinar
Business Analytics with R - WebinarEdureka!
 
Data mining with Rattle For R
Data mining with Rattle For RData mining with Rattle For R
Data mining with Rattle For RAkhil Anil
 

More Related Content

Viewers also liked

5 R Tutorial Data Visualization
5 R Tutorial Data Visualization5 R Tutorial Data Visualization
5 R Tutorial Data VisualizationSakthi Dasans
 
Data Visualization: New Health Data Value
Data Visualization: New Health Data ValueData Visualization: New Health Data Value
Data Visualization: New Health Data ValueRamon Martinez
 
Sparq lreference 1.8-us
Sparq lreference 1.8-usSparq lreference 1.8-us
Sparq lreference 1.8-usAjay Ohri
 
DATA VISUALIZATION WITH R PACKAGES
DATA VISUALIZATION WITH R PACKAGESDATA VISUALIZATION WITH R PACKAGES
DATA VISUALIZATION WITH R PACKAGESFatma ÇINAR
 
Building and deploying large scale real time news system with my sql and dist...
Building and deploying large scale real time news system with my sql and dist...Building and deploying large scale real time news system with my sql and dist...
Building and deploying large scale real time news system with my sql and dist...Tao Cheng
 
Design Meets Healthcare - Stefan Popowycz Presentation (Data Meets Design) - ...
Design Meets Healthcare - Stefan Popowycz Presentation (Data Meets Design) - ...Design Meets Healthcare - Stefan Popowycz Presentation (Data Meets Design) - ...
Design Meets Healthcare - Stefan Popowycz Presentation (Data Meets Design) - ...Stefan Popowycz
 
Data Science and Data Visualization (All about Data Analysis) by Pooja Ajmera
Data Science and Data Visualization (All about Data Analysis) by Pooja AjmeraData Science and Data Visualization (All about Data Analysis) by Pooja Ajmera
Data Science and Data Visualization (All about Data Analysis) by Pooja AjmeraPooja Ajmera
 
Choosing a Data Visualization Tool for Data Scientists_Final
Choosing a Data Visualization Tool for Data Scientists_FinalChoosing a Data Visualization Tool for Data Scientists_Final
Choosing a Data Visualization Tool for Data Scientists_FinalHeather Choi
 
Data Visualization in R
Data Visualization in RData Visualization in R
Data Visualization in RSophia Banton
 
Using Salesforce, ERP, Tableau & R in Sales Forecasting
Using Salesforce, ERP, Tableau & R in Sales ForecastingUsing Salesforce, ERP, Tableau & R in Sales Forecasting
Using Salesforce, ERP, Tableau & R in Sales ForecastingSenturus
 
R programming Language , Rahul Singh
R programming Language , Rahul SinghR programming Language , Rahul Singh
R programming Language , Rahul SinghRavi Basil
 
Visualizing Healthcare Data with Tableau (Toronto Central LHIN Presentation)
Visualizing Healthcare Data with Tableau (Toronto Central LHIN Presentation)Visualizing Healthcare Data with Tableau (Toronto Central LHIN Presentation)
Visualizing Healthcare Data with Tableau (Toronto Central LHIN Presentation)Stefan Popowycz
 
10 Best Practices for Tableau Dashboard Design: Data Exploration and Actionab...
10 Best Practices for Tableau Dashboard Design: Data Exploration and Actionab...10 Best Practices for Tableau Dashboard Design: Data Exploration and Actionab...
10 Best Practices for Tableau Dashboard Design: Data Exploration and Actionab...Senturus
 
R Markdown Tutorial For Beginners
R Markdown Tutorial For BeginnersR Markdown Tutorial For Beginners
R Markdown Tutorial For BeginnersRsquared Academy
 
Big Data & Analytics: End to End on AWS - Technical 101
Big Data & Analytics: End to End on AWS - Technical 101Big Data & Analytics: End to End on AWS - Technical 101
Big Data & Analytics: End to End on AWS - Technical 101Amazon Web Services
 
RMySQL Tutorial For Beginners
RMySQL Tutorial For BeginnersRMySQL Tutorial For Beginners
RMySQL Tutorial For BeginnersRsquared Academy
 
Open Source Software for Data Scientists -- BigConf 2014
Open Source Software for Data Scientists -- BigConf 2014Open Source Software for Data Scientists -- BigConf 2014
Open Source Software for Data Scientists -- BigConf 2014Charlie Greenbacker
 
Executive Dashboard Design on Tableau
Executive Dashboard Design on TableauExecutive Dashboard Design on Tableau
Executive Dashboard Design on TableauMethod360
 
A Few Interesting Things in Apple's Swift Programming Language
A Few Interesting Things in Apple's Swift Programming LanguageA Few Interesting Things in Apple's Swift Programming Language
A Few Interesting Things in Apple's Swift Programming LanguageSmartLogic
 
Agile Marketing: 4 Principles and 13 Hacks - SEOmoz MozCon 2012
Agile Marketing: 4 Principles and 13 Hacks - SEOmoz MozCon 2012Agile Marketing: 4 Principles and 13 Hacks - SEOmoz MozCon 2012
Agile Marketing: 4 Principles and 13 Hacks - SEOmoz MozCon 2012Jonathon Colman
 

Viewers also liked (20)

5 R Tutorial Data Visualization
5 R Tutorial Data Visualization5 R Tutorial Data Visualization
5 R Tutorial Data Visualization
 
Data Visualization: New Health Data Value
Data Visualization: New Health Data ValueData Visualization: New Health Data Value
Data Visualization: New Health Data Value
 
Sparq lreference 1.8-us
Sparq lreference 1.8-usSparq lreference 1.8-us
Sparq lreference 1.8-us
 
DATA VISUALIZATION WITH R PACKAGES
DATA VISUALIZATION WITH R PACKAGESDATA VISUALIZATION WITH R PACKAGES
DATA VISUALIZATION WITH R PACKAGES
 
Building and deploying large scale real time news system with my sql and dist...
Building and deploying large scale real time news system with my sql and dist...Building and deploying large scale real time news system with my sql and dist...
Building and deploying large scale real time news system with my sql and dist...
 
Design Meets Healthcare - Stefan Popowycz Presentation (Data Meets Design) - ...
Design Meets Healthcare - Stefan Popowycz Presentation (Data Meets Design) - ...Design Meets Healthcare - Stefan Popowycz Presentation (Data Meets Design) - ...
Design Meets Healthcare - Stefan Popowycz Presentation (Data Meets Design) - ...
 
Data Science and Data Visualization (All about Data Analysis) by Pooja Ajmera
Data Science and Data Visualization (All about Data Analysis) by Pooja AjmeraData Science and Data Visualization (All about Data Analysis) by Pooja Ajmera
Data Science and Data Visualization (All about Data Analysis) by Pooja Ajmera
 
Choosing a Data Visualization Tool for Data Scientists_Final
Choosing a Data Visualization Tool for Data Scientists_FinalChoosing a Data Visualization Tool for Data Scientists_Final
Choosing a Data Visualization Tool for Data Scientists_Final
 
Data Visualization in R
Data Visualization in RData Visualization in R
Data Visualization in R
 
Using Salesforce, ERP, Tableau & R in Sales Forecasting
Using Salesforce, ERP, Tableau & R in Sales ForecastingUsing Salesforce, ERP, Tableau & R in Sales Forecasting
Using Salesforce, ERP, Tableau & R in Sales Forecasting
 
R programming Language , Rahul Singh
R programming Language , Rahul SinghR programming Language , Rahul Singh
R programming Language , Rahul Singh
 
Visualizing Healthcare Data with Tableau (Toronto Central LHIN Presentation)
Visualizing Healthcare Data with Tableau (Toronto Central LHIN Presentation)Visualizing Healthcare Data with Tableau (Toronto Central LHIN Presentation)
Visualizing Healthcare Data with Tableau (Toronto Central LHIN Presentation)
 
10 Best Practices for Tableau Dashboard Design: Data Exploration and Actionab...
10 Best Practices for Tableau Dashboard Design: Data Exploration and Actionab...10 Best Practices for Tableau Dashboard Design: Data Exploration and Actionab...
10 Best Practices for Tableau Dashboard Design: Data Exploration and Actionab...
 
R Markdown Tutorial For Beginners
R Markdown Tutorial For BeginnersR Markdown Tutorial For Beginners
R Markdown Tutorial For Beginners
 
Big Data & Analytics: End to End on AWS - Technical 101
Big Data & Analytics: End to End on AWS - Technical 101Big Data & Analytics: End to End on AWS - Technical 101
Big Data & Analytics: End to End on AWS - Technical 101
 
RMySQL Tutorial For Beginners
RMySQL Tutorial For BeginnersRMySQL Tutorial For Beginners
RMySQL Tutorial For Beginners
 
Open Source Software for Data Scientists -- BigConf 2014
Open Source Software for Data Scientists -- BigConf 2014Open Source Software for Data Scientists -- BigConf 2014
Open Source Software for Data Scientists -- BigConf 2014
 
Executive Dashboard Design on Tableau
Executive Dashboard Design on TableauExecutive Dashboard Design on Tableau
Executive Dashboard Design on Tableau
 
A Few Interesting Things in Apple's Swift Programming Language
A Few Interesting Things in Apple's Swift Programming LanguageA Few Interesting Things in Apple's Swift Programming Language
A Few Interesting Things in Apple's Swift Programming Language
 
Agile Marketing: 4 Principles and 13 Hacks - SEOmoz MozCon 2012
Agile Marketing: 4 Principles and 13 Hacks - SEOmoz MozCon 2012Agile Marketing: 4 Principles and 13 Hacks - SEOmoz MozCon 2012
Agile Marketing: 4 Principles and 13 Hacks - SEOmoz MozCon 2012
 

Similar to Performance data visualization with r and tableau

Business Analytics with R - Webinar
Business Analytics with R - WebinarBusiness Analytics with R - Webinar
Business Analytics with R - WebinarEdureka!
 
Data mining with Rattle For R
Data mining with Rattle For RData mining with Rattle For R
Data mining with Rattle For RAkhil Anil
 
An introduction to R is a document useful
An introduction to R is a document usefulAn introduction to R is a document useful
An introduction to R is a document usefulssuser3c3f88
 
R and Rcmdr Statistical Software
R and Rcmdr Statistical SoftwareR and Rcmdr Statistical Software
R and Rcmdr Statistical Softwarearttan2001
 
18Mar14 Find the Hidden Signal in Market Data Noise Webinar
18Mar14 Find the Hidden Signal in Market Data Noise Webinar 18Mar14 Find the Hidden Signal in Market Data Noise Webinar
18Mar14 Find the Hidden Signal in Market Data Noise Webinar Revolution Analytics
 
Business Analytics with R
Business Analytics with R Business Analytics with R
Business Analytics with R Edureka!
 
Big Data Day LA 2016/ Big Data Track - Apply R in Enterprise Applications, Lo...
Big Data Day LA 2016/ Big Data Track - Apply R in Enterprise Applications, Lo...Big Data Day LA 2016/ Big Data Track - Apply R in Enterprise Applications, Lo...
Big Data Day LA 2016/ Big Data Track - Apply R in Enterprise Applications, Lo...Data Con LA
 
10th OpenAIRE Content Providers Community Call
10th OpenAIRE Content Providers Community Call10th OpenAIRE Content Providers Community Call
10th OpenAIRE Content Providers Community CallOpenAIRE
 
Introduction to Computational Statistics
Introduction to Computational StatisticsIntroduction to Computational Statistics
Introduction to Computational StatisticsSetia Pramana
 
BIG DATA ANALYTICS USING R
BIG DATA ANALYTICS USING RBIG DATA ANALYTICS USING R
BIG DATA ANALYTICS USING RUmair Shafique
 
Accelerating R analytics with Spark and Microsoft R Server for Hadoop
Accelerating R analytics with Spark and Microsoft R Server for HadoopAccelerating R analytics with Spark and Microsoft R Server for Hadoop
Accelerating R analytics with Spark and Microsoft R Server for HadoopWilly Marroquin (WillyDevNET)
 
Business Analytics with R
Business Analytics with RBusiness Analytics with R
Business Analytics with REdureka!
 
Batter Up! Advanced Sports Analytics with R and Storm
Batter Up! Advanced Sports Analytics with R and StormBatter Up! Advanced Sports Analytics with R and Storm
Batter Up! Advanced Sports Analytics with R and StormRevolution Analytics
 
Big Data Analytics with R
Big Data Analytics with RBig Data Analytics with R
Big Data Analytics with RGreat Wide Open
 
Popular Industry Applications of R
Popular Industry Applications of RPopular Industry Applications of R
Popular Industry Applications of RTanya Cashorali
 
GNU R in Clinical Research and Evidence-Based Medicine
GNU R in Clinical Research and Evidence-Based MedicineGNU R in Clinical Research and Evidence-Based Medicine
GNU R in Clinical Research and Evidence-Based MedicineAdrian Olszewski
 

Similar to Performance data visualization with r and tableau (20)

Business Analytics with R - Webinar
Business Analytics with R - WebinarBusiness Analytics with R - Webinar
Business Analytics with R - Webinar
 
Data mining with Rattle For R
Data mining with Rattle For RData mining with Rattle For R
Data mining with Rattle For R
 
Introduction to R
Introduction to RIntroduction to R
Introduction to R
 
An introduction to R is a document useful
An introduction to R is a document usefulAn introduction to R is a document useful
An introduction to R is a document useful
 
R and Rcmdr Statistical Software
R and Rcmdr Statistical SoftwareR and Rcmdr Statistical Software
R and Rcmdr Statistical Software
 
18Mar14 Find the Hidden Signal in Market Data Noise Webinar
18Mar14 Find the Hidden Signal in Market Data Noise Webinar 18Mar14 Find the Hidden Signal in Market Data Noise Webinar
18Mar14 Find the Hidden Signal in Market Data Noise Webinar
 
1 sap r3
1 sap r31 sap r3
1 sap r3
 
Business Analytics with R
Business Analytics with R Business Analytics with R
Business Analytics with R
 
Big Data Day LA 2016/ Big Data Track - Apply R in Enterprise Applications, Lo...
Big Data Day LA 2016/ Big Data Track - Apply R in Enterprise Applications, Lo...Big Data Day LA 2016/ Big Data Track - Apply R in Enterprise Applications, Lo...
Big Data Day LA 2016/ Big Data Track - Apply R in Enterprise Applications, Lo...
 
10th OpenAIRE Content Providers Community Call
10th OpenAIRE Content Providers Community Call10th OpenAIRE Content Providers Community Call
10th OpenAIRE Content Providers Community Call
 
Executive Intro to R
Executive Intro to RExecutive Intro to R
Executive Intro to R
 
Introduction to Computational Statistics
Introduction to Computational StatisticsIntroduction to Computational Statistics
Introduction to Computational Statistics
 
BIG DATA ANALYTICS USING R
BIG DATA ANALYTICS USING RBIG DATA ANALYTICS USING R
BIG DATA ANALYTICS USING R
 
Accelerating R analytics with Spark and Microsoft R Server for Hadoop
Accelerating R analytics with Spark and Microsoft R Server for HadoopAccelerating R analytics with Spark and Microsoft R Server for Hadoop
Accelerating R analytics with Spark and Microsoft R Server for Hadoop
 
Business Analytics with R
Business Analytics with RBusiness Analytics with R
Business Analytics with R
 
R programming
R programmingR programming
R programming
 
Batter Up! Advanced Sports Analytics with R and Storm
Batter Up! Advanced Sports Analytics with R and StormBatter Up! Advanced Sports Analytics with R and Storm
Batter Up! Advanced Sports Analytics with R and Storm
 
Big Data Analytics with R
Big Data Analytics with RBig Data Analytics with R
Big Data Analytics with R
 
Popular Industry Applications of R
Popular Industry Applications of RPopular Industry Applications of R
Popular Industry Applications of R
 
GNU R in Clinical Research and Evidence-Based Medicine
GNU R in Clinical Research and Evidence-Based MedicineGNU R in Clinical Research and Evidence-Based Medicine
GNU R in Clinical Research and Evidence-Based Medicine
 

More from Enkitec

Using Angular JS in APEX
Using Angular JS in APEXUsing Angular JS in APEX
Using Angular JS in APEXEnkitec
 
Controlling execution plans 2014
Controlling execution plans 2014Controlling execution plans 2014
Controlling execution plans 2014Enkitec
 
Engineered Systems: Environment-as-a-Service Demonstration
Engineered Systems: Environment-as-a-Service DemonstrationEngineered Systems: Environment-as-a-Service Demonstration
Engineered Systems: Environment-as-a-Service DemonstrationEnkitec
 
Think Exa!
Think Exa!Think Exa!
Think Exa!Enkitec
 
In Memory Database In Action by Tanel Poder and Kerry Osborne
In Memory Database In Action by Tanel Poder and Kerry OsborneIn Memory Database In Action by Tanel Poder and Kerry Osborne
In Memory Database In Action by Tanel Poder and Kerry OsborneEnkitec
 
In Search of Plan Stability - Part 1
In Search of Plan Stability - Part 1In Search of Plan Stability - Part 1
In Search of Plan Stability - Part 1Enkitec
 
Mini Session - Using GDB for Profiling
Mini Session - Using GDB for ProfilingMini Session - Using GDB for Profiling
Mini Session - Using GDB for ProfilingEnkitec
 
Profiling Oracle with GDB
Profiling Oracle with GDBProfiling Oracle with GDB
Profiling Oracle with GDBEnkitec
 
Oracle Performance Tools of the Trade
Oracle Performance Tools of the TradeOracle Performance Tools of the Trade
Oracle Performance Tools of the TradeEnkitec
 
Oracle Performance Tuning Fundamentals
Oracle Performance Tuning FundamentalsOracle Performance Tuning Fundamentals
Oracle Performance Tuning FundamentalsEnkitec
 
SQL Tuning Tools of the Trade
SQL Tuning Tools of the TradeSQL Tuning Tools of the Trade
SQL Tuning Tools of the TradeEnkitec
 
Using SQL Plan Management (SPM) to Balance Plan Flexibility and Plan Stability
Using SQL Plan Management (SPM) to Balance Plan Flexibility and Plan StabilityUsing SQL Plan Management (SPM) to Balance Plan Flexibility and Plan Stability
Using SQL Plan Management (SPM) to Balance Plan Flexibility and Plan StabilityEnkitec
 
Oracle GoldenGate Architecture Performance
Oracle GoldenGate Architecture PerformanceOracle GoldenGate Architecture Performance
Oracle GoldenGate Architecture PerformanceEnkitec
 
OGG Architecture Performance
OGG Architecture PerformanceOGG Architecture Performance
OGG Architecture PerformanceEnkitec
 
APEX Security Primer
APEX Security PrimerAPEX Security Primer
APEX Security PrimerEnkitec
 
How Many Ways Can I Manage Oracle GoldenGate?
How Many Ways Can I Manage Oracle GoldenGate?How Many Ways Can I Manage Oracle GoldenGate?
How Many Ways Can I Manage Oracle GoldenGate?Enkitec
 
Understanding how is that adaptive cursor sharing (acs) produces multiple opt...
Understanding how is that adaptive cursor sharing (acs) produces multiple opt...Understanding how is that adaptive cursor sharing (acs) produces multiple opt...
Understanding how is that adaptive cursor sharing (acs) produces multiple opt...Enkitec
 
Sql tuning made easier with sqltxplain (sqlt)
Sql tuning made easier with sqltxplain (sqlt)Sql tuning made easier with sqltxplain (sqlt)
Sql tuning made easier with sqltxplain (sqlt)Enkitec
 
Profiling the logwriter and database writer
Profiling the logwriter and database writerProfiling the logwriter and database writer
Profiling the logwriter and database writerEnkitec
 
Fatkulin hotsos 2014
Fatkulin hotsos 2014Fatkulin hotsos 2014
Fatkulin hotsos 2014Enkitec
 

More from Enkitec (20)

Using Angular JS in APEX
Using Angular JS in APEXUsing Angular JS in APEX
Using Angular JS in APEX
 
Controlling execution plans 2014
Controlling execution plans 2014Controlling execution plans 2014
Controlling execution plans 2014
 
Engineered Systems: Environment-as-a-Service Demonstration
Engineered Systems: Environment-as-a-Service DemonstrationEngineered Systems: Environment-as-a-Service Demonstration
Engineered Systems: Environment-as-a-Service Demonstration
 
Think Exa!
Think Exa!Think Exa!
Think Exa!
 
In Memory Database In Action by Tanel Poder and Kerry Osborne
In Memory Database In Action by Tanel Poder and Kerry OsborneIn Memory Database In Action by Tanel Poder and Kerry Osborne
In Memory Database In Action by Tanel Poder and Kerry Osborne
 
In Search of Plan Stability - Part 1
In Search of Plan Stability - Part 1In Search of Plan Stability - Part 1
In Search of Plan Stability - Part 1
 
Mini Session - Using GDB for Profiling
Mini Session - Using GDB for ProfilingMini Session - Using GDB for Profiling
Mini Session - Using GDB for Profiling
 
Profiling Oracle with GDB
Profiling Oracle with GDBProfiling Oracle with GDB
Profiling Oracle with GDB
 
Oracle Performance Tools of the Trade
Oracle Performance Tools of the TradeOracle Performance Tools of the Trade
Oracle Performance Tools of the Trade
 
Oracle Performance Tuning Fundamentals
Oracle Performance Tuning FundamentalsOracle Performance Tuning Fundamentals
Oracle Performance Tuning Fundamentals
 
SQL Tuning Tools of the Trade
SQL Tuning Tools of the TradeSQL Tuning Tools of the Trade
SQL Tuning Tools of the Trade
 
Using SQL Plan Management (SPM) to Balance Plan Flexibility and Plan Stability
Using SQL Plan Management (SPM) to Balance Plan Flexibility and Plan StabilityUsing SQL Plan Management (SPM) to Balance Plan Flexibility and Plan Stability
Using SQL Plan Management (SPM) to Balance Plan Flexibility and Plan Stability
 
Oracle GoldenGate Architecture Performance
Oracle GoldenGate Architecture PerformanceOracle GoldenGate Architecture Performance
Oracle GoldenGate Architecture Performance
 
OGG Architecture Performance
OGG Architecture PerformanceOGG Architecture Performance
OGG Architecture Performance
 
APEX Security Primer
APEX Security PrimerAPEX Security Primer
APEX Security Primer
 
How Many Ways Can I Manage Oracle GoldenGate?
How Many Ways Can I Manage Oracle GoldenGate?How Many Ways Can I Manage Oracle GoldenGate?
How Many Ways Can I Manage Oracle GoldenGate?
 
Understanding how is that adaptive cursor sharing (acs) produces multiple opt...
Understanding how is that adaptive cursor sharing (acs) produces multiple opt...Understanding how is that adaptive cursor sharing (acs) produces multiple opt...
Understanding how is that adaptive cursor sharing (acs) produces multiple opt...
 
Sql tuning made easier with sqltxplain (sqlt)
Sql tuning made easier with sqltxplain (sqlt)Sql tuning made easier with sqltxplain (sqlt)
Sql tuning made easier with sqltxplain (sqlt)
 
Profiling the logwriter and database writer
Profiling the logwriter and database writerProfiling the logwriter and database writer
Profiling the logwriter and database writer
 
Fatkulin hotsos 2014
Fatkulin hotsos 2014Fatkulin hotsos 2014
Fatkulin hotsos 2014
 

Recently uploaded

Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024The Digital Insurer
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxKatpro Technologies
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?Antenna Manufacturer Coco
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
🐬 The future of MySQL is Postgres 🐘
🐬 The future of MySQL is Postgres 🐘🐬 The future of MySQL is Postgres 🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUK Journal
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEarley Information Science
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 

Recently uploaded (20)

Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
🐬 The future of MySQL is Postgres 🐘
🐬 The future of MySQL is Postgres 🐘🐬 The future of MySQL is Postgres 🐘
🐬 The future of MySQL is Postgres 🐘
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 

Performance data visualization with r and tableau

  • 1. Performance Data Visualization with R and Tableau Karl Arao – Senior Technical Consultant, Enkitec Tyler Muth – Chief Database Engineer, Oracle Public Sector http://snipurl.com/e413visual
  • 2. Agenda • Why Visualize? • The Tools – Tableau –R • Raw Data to Visualization • Use Cases http://snipurl.com/e413visual
  • 3. Why Visualize? • (show AWR) • (show vmstat) http://snipurl.com/e413visual
  • 4. The Tools - Tableau http://snipurl.com/e413visual
  • 5. What is R? • R is an Open Source language and environment for statistical computing and graphics http://www.R-project.org/ • Started in 1994 as an Alternative to SAS, SPSS, etc • Around 2 million R users worldwide – Widely taught in Universities – Many Corporate Analysts know and use R • Thousands of open sources packages to enhance productivity such as: – Bioinformatics with R – Spatial Statistics with R – Financial Market Analysis with R – Linear and Non Linear Modeling http://snipurl.com/e413visual
  • 8. What is Tableau Desktop • Very fast data visualization and analytics tool, lets you ask questions and quickly interact with your data • The UI enables drag-drop style exploratory analysis – duplicate,undo,redo,save • Imagine just playing with data – query, filter, sort, group, drill down, drill up, calculate, organize, summarize • Easily discover relationships, find patterns, locate outliers – dimensions http://www.tableausoftware.com - tableau public (free, 1M rows!) - tableau server (organizations) - tableau online (cloud) http://snipurl.com/e413visual