SlideShare a Scribd company logo
1 of 39
Download to read offline
Hacking public-facing 
visualizations at Twitter 
Nicolas Garcia Belmonte / @philogb
https://interactive.twitter.com/
thejit.org PhiloGL
The Geography of Tweets 
!
The Geography of Tweets 
by @miguelrios
The Geography of Tweets 
by @miguelrios
The Topography of Tweets
• Novel Visualization 
• Data Processing 
• Rendering 
!
Visualization Techniques
Typhoon 
Haiyan
Charles Joseph Minard - (1781-1870)
Emigration
Coal Exports
Data-ink ratio 
“Above all else show the data
MINGLE 
Multilevel Agglomerative Edge Bundling - Gansner, E.R. ; Yifan Hu ; North, S. ; Scheidegger, C.
Visual Display
Visual Display
Visual Display 
http://github.com/philogb/mingle
Data Processing Techniques
NFL Fans
by @kristw
Pixel Color maps to Hash 
rgb(20, 50, 55) 
“20,50,55”: { 
“COUNTY”: /*name*/ 
“STATE”: /*name*/ 
“POPULATION”: 30 
} 
We keep an image file and a meta data file
Graphics Techniques
BRANDS
Day / Night
Fold / Unfold
Blending 
render tweets render globe 
blend 
+ post-process
Halos
Halos
Halos 
Tissot indicatrix
Halos
Halos
Tweet Impressions
WebGL Insights 
http://webglinsights.blogspot.com/ 
! 
!
Platform 
! 
Global / Real-Time / Conversational
@philogb 
https://interactive.twitter.com/

More Related Content

What's hot

Telling Stories with Maps - Esri UK Annual Conference 2016ac
Telling Stories with Maps - Esri UK Annual Conference 2016acTelling Stories with Maps - Esri UK Annual Conference 2016ac
Telling Stories with Maps - Esri UK Annual Conference 2016acEsri UK
 
Mapping Data - A guide for making geodata visualizations
Mapping Data - A guide for making geodata visualizationsMapping Data - A guide for making geodata visualizations
Mapping Data - A guide for making geodata visualizationsPatrick Stotz
 
Some gvSIG Desktop applications
Some gvSIG Desktop applicationsSome gvSIG Desktop applications
Some gvSIG Desktop applicationsJorge Sanz
 
NOLA BlightStatus Demolitions
NOLA BlightStatus DemolitionsNOLA BlightStatus Demolitions
NOLA BlightStatus DemolitionsRadu Stancut
 
Climate and population
Climate and populationClimate and population
Climate and populationhanslunow
 
Space Invaders Tokyo as of 2021
Space Invaders Tokyo as of 2021Space Invaders Tokyo as of 2021
Space Invaders Tokyo as of 2021Prénom RVLEB
 
Space Invaders Tokyo as of 2019
Space Invaders Tokyo as of 2019Space Invaders Tokyo as of 2019
Space Invaders Tokyo as of 2019Prénom RVLEB
 
Interactive Storytelling Opportunities
Interactive Storytelling OpportunitiesInteractive Storytelling Opportunities
Interactive Storytelling OpportunitiesRachel Schallom
 
Final 3D scavenger hunt
Final 3D scavenger huntFinal 3D scavenger hunt
Final 3D scavenger hunthernandezi9147
 
Smart Mapping - How to Create Stunning Maps - Esri UK Annual Conference 2016
Smart Mapping - How to Create Stunning Maps - Esri UK Annual Conference 2016Smart Mapping - How to Create Stunning Maps - Esri UK Annual Conference 2016
Smart Mapping - How to Create Stunning Maps - Esri UK Annual Conference 2016Esri UK
 
This Is What Learning Looks Like: Using Analytic Tools to Visualise Classroom...
This Is What Learning Looks Like: Using Analytic Tools to Visualise Classroom...This Is What Learning Looks Like: Using Analytic Tools to Visualise Classroom...
This Is What Learning Looks Like: Using Analytic Tools to Visualise Classroom...sharstoer
 

What's hot (12)

Telling Stories with Maps - Esri UK Annual Conference 2016ac
Telling Stories with Maps - Esri UK Annual Conference 2016acTelling Stories with Maps - Esri UK Annual Conference 2016ac
Telling Stories with Maps - Esri UK Annual Conference 2016ac
 
Mapping Data - A guide for making geodata visualizations
Mapping Data - A guide for making geodata visualizationsMapping Data - A guide for making geodata visualizations
Mapping Data - A guide for making geodata visualizations
 
Some gvSIG Desktop applications
Some gvSIG Desktop applicationsSome gvSIG Desktop applications
Some gvSIG Desktop applications
 
NOLA BlightStatus Demolitions
NOLA BlightStatus DemolitionsNOLA BlightStatus Demolitions
NOLA BlightStatus Demolitions
 
Climate and population
Climate and populationClimate and population
Climate and population
 
Space Invaders Tokyo as of 2021
Space Invaders Tokyo as of 2021Space Invaders Tokyo as of 2021
Space Invaders Tokyo as of 2021
 
Space Invaders Tokyo as of 2019
Space Invaders Tokyo as of 2019Space Invaders Tokyo as of 2019
Space Invaders Tokyo as of 2019
 
Interactive Storytelling Opportunities
Interactive Storytelling OpportunitiesInteractive Storytelling Opportunities
Interactive Storytelling Opportunities
 
Final 3D scavenger hunt
Final 3D scavenger huntFinal 3D scavenger hunt
Final 3D scavenger hunt
 
Smart Mapping - How to Create Stunning Maps - Esri UK Annual Conference 2016
Smart Mapping - How to Create Stunning Maps - Esri UK Annual Conference 2016Smart Mapping - How to Create Stunning Maps - Esri UK Annual Conference 2016
Smart Mapping - How to Create Stunning Maps - Esri UK Annual Conference 2016
 
Keeping It Simple
Keeping It SimpleKeeping It Simple
Keeping It Simple
 
This Is What Learning Looks Like: Using Analytic Tools to Visualise Classroom...
This Is What Learning Looks Like: Using Analytic Tools to Visualise Classroom...This Is What Learning Looks Like: Using Analytic Tools to Visualise Classroom...
This Is What Learning Looks Like: Using Analytic Tools to Visualise Classroom...
 

More from philogb

OpenVisConf - WebGL for graphics and data visualization
OpenVisConf - WebGL for graphics and data visualizationOpenVisConf - WebGL for graphics and data visualization
OpenVisConf - WebGL for graphics and data visualizationphilogb
 
From Data Journalism to Data Illustration - Visualizing Data with JavaScript ...
From Data Journalism to Data Illustration - Visualizing Data with JavaScript ...From Data Journalism to Data Illustration - Visualizing Data with JavaScript ...
From Data Journalism to Data Illustration - Visualizing Data with JavaScript ...philogb
 
From Data Journalism to Data Illustration - Visualizing Data with JavaScript ...
From Data Journalism to Data Illustration - Visualizing Data with JavaScript ...From Data Journalism to Data Illustration - Visualizing Data with JavaScript ...
From Data Journalism to Data Illustration - Visualizing Data with JavaScript ...philogb
 
Hacking public-facing data visualizations at Twitter
Hacking public-facing data visualizations at TwitterHacking public-facing data visualizations at Twitter
Hacking public-facing data visualizations at Twitterphilogb
 
#interactives at Twitter
#interactives at Twitter#interactives at Twitter
#interactives at Twitterphilogb
 
#interactives at Twitter
#interactives at Twitter#interactives at Twitter
#interactives at Twitterphilogb
 
La visualisation de données comme outil pour découvrir et partager des idées ...
La visualisation de données comme outil pour découvrir et partager des idées ...La visualisation de données comme outil pour découvrir et partager des idées ...
La visualisation de données comme outil pour découvrir et partager des idées ...philogb
 
Exploring Web standards for data visualization
Exploring Web standards for data visualizationExploring Web standards for data visualization
Exploring Web standards for data visualizationphilogb
 
JavaScript para Graficos y Visualizacion de Datos - BogotaJS
JavaScript para Graficos y Visualizacion de Datos - BogotaJSJavaScript para Graficos y Visualizacion de Datos - BogotaJS
JavaScript para Graficos y Visualizacion de Datos - BogotaJSphilogb
 
JavaScript para Graficos y Visualizacion de Datos
JavaScript para Graficos y Visualizacion de DatosJavaScript para Graficos y Visualizacion de Datos
JavaScript para Graficos y Visualizacion de Datosphilogb
 
InfoVis para la Web: Teoria, Herramientas y Ejemplos.
InfoVis para la Web: Teoria, Herramientas y Ejemplos.InfoVis para la Web: Teoria, Herramientas y Ejemplos.
InfoVis para la Web: Teoria, Herramientas y Ejemplos.philogb
 
Una web todos los dispositivos.
Una web todos los dispositivos.Una web todos los dispositivos.
Una web todos los dispositivos.philogb
 
Nuevas herramientas de visualizacion en JavaScript
Nuevas herramientas de visualizacion en JavaScript Nuevas herramientas de visualizacion en JavaScript
Nuevas herramientas de visualizacion en JavaScript philogb
 
Data visualization for the web
Data visualization for the webData visualization for the web
Data visualization for the webphilogb
 
Leaving Flatland: Getting Started with WebGL- SXSW 2012
Leaving Flatland: Getting Started with WebGL- SXSW 2012Leaving Flatland: Getting Started with WebGL- SXSW 2012
Leaving Flatland: Getting Started with WebGL- SXSW 2012philogb
 
Principles of Analytical Design - Visually Meetup - Sept. 2011
Principles of Analytical Design - Visually Meetup - Sept. 2011Principles of Analytical Design - Visually Meetup - Sept. 2011
Principles of Analytical Design - Visually Meetup - Sept. 2011philogb
 
New Tools for Visualization in JavaScript - Sept. 2011
New Tools for Visualization in JavaScript - Sept. 2011New Tools for Visualization in JavaScript - Sept. 2011
New Tools for Visualization in JavaScript - Sept. 2011philogb
 
PhiloGL - WebGLCamp Google HQs - June 2011
PhiloGL - WebGLCamp Google HQs - June 2011PhiloGL - WebGLCamp Google HQs - June 2011
PhiloGL - WebGLCamp Google HQs - June 2011philogb
 
Creating Interactive Data Visualizations for the Web - YOW! Developer Confere...
Creating Interactive Data Visualizations for the Web - YOW! Developer Confere...Creating Interactive Data Visualizations for the Web - YOW! Developer Confere...
Creating Interactive Data Visualizations for the Web - YOW! Developer Confere...philogb
 
JavaScript InfoVis Toolkit - Create interactive data visualizations for the web
JavaScript InfoVis Toolkit - Create interactive data visualizations for the webJavaScript InfoVis Toolkit - Create interactive data visualizations for the web
JavaScript InfoVis Toolkit - Create interactive data visualizations for the webphilogb
 

More from philogb (20)

OpenVisConf - WebGL for graphics and data visualization
OpenVisConf - WebGL for graphics and data visualizationOpenVisConf - WebGL for graphics and data visualization
OpenVisConf - WebGL for graphics and data visualization
 
From Data Journalism to Data Illustration - Visualizing Data with JavaScript ...
From Data Journalism to Data Illustration - Visualizing Data with JavaScript ...From Data Journalism to Data Illustration - Visualizing Data with JavaScript ...
From Data Journalism to Data Illustration - Visualizing Data with JavaScript ...
 
From Data Journalism to Data Illustration - Visualizing Data with JavaScript ...
From Data Journalism to Data Illustration - Visualizing Data with JavaScript ...From Data Journalism to Data Illustration - Visualizing Data with JavaScript ...
From Data Journalism to Data Illustration - Visualizing Data with JavaScript ...
 
Hacking public-facing data visualizations at Twitter
Hacking public-facing data visualizations at TwitterHacking public-facing data visualizations at Twitter
Hacking public-facing data visualizations at Twitter
 
#interactives at Twitter
#interactives at Twitter#interactives at Twitter
#interactives at Twitter
 
#interactives at Twitter
#interactives at Twitter#interactives at Twitter
#interactives at Twitter
 
La visualisation de données comme outil pour découvrir et partager des idées ...
La visualisation de données comme outil pour découvrir et partager des idées ...La visualisation de données comme outil pour découvrir et partager des idées ...
La visualisation de données comme outil pour découvrir et partager des idées ...
 
Exploring Web standards for data visualization
Exploring Web standards for data visualizationExploring Web standards for data visualization
Exploring Web standards for data visualization
 
JavaScript para Graficos y Visualizacion de Datos - BogotaJS
JavaScript para Graficos y Visualizacion de Datos - BogotaJSJavaScript para Graficos y Visualizacion de Datos - BogotaJS
JavaScript para Graficos y Visualizacion de Datos - BogotaJS
 
JavaScript para Graficos y Visualizacion de Datos
JavaScript para Graficos y Visualizacion de DatosJavaScript para Graficos y Visualizacion de Datos
JavaScript para Graficos y Visualizacion de Datos
 
InfoVis para la Web: Teoria, Herramientas y Ejemplos.
InfoVis para la Web: Teoria, Herramientas y Ejemplos.InfoVis para la Web: Teoria, Herramientas y Ejemplos.
InfoVis para la Web: Teoria, Herramientas y Ejemplos.
 
Una web todos los dispositivos.
Una web todos los dispositivos.Una web todos los dispositivos.
Una web todos los dispositivos.
 
Nuevas herramientas de visualizacion en JavaScript
Nuevas herramientas de visualizacion en JavaScript Nuevas herramientas de visualizacion en JavaScript
Nuevas herramientas de visualizacion en JavaScript
 
Data visualization for the web
Data visualization for the webData visualization for the web
Data visualization for the web
 
Leaving Flatland: Getting Started with WebGL- SXSW 2012
Leaving Flatland: Getting Started with WebGL- SXSW 2012Leaving Flatland: Getting Started with WebGL- SXSW 2012
Leaving Flatland: Getting Started with WebGL- SXSW 2012
 
Principles of Analytical Design - Visually Meetup - Sept. 2011
Principles of Analytical Design - Visually Meetup - Sept. 2011Principles of Analytical Design - Visually Meetup - Sept. 2011
Principles of Analytical Design - Visually Meetup - Sept. 2011
 
New Tools for Visualization in JavaScript - Sept. 2011
New Tools for Visualization in JavaScript - Sept. 2011New Tools for Visualization in JavaScript - Sept. 2011
New Tools for Visualization in JavaScript - Sept. 2011
 
PhiloGL - WebGLCamp Google HQs - June 2011
PhiloGL - WebGLCamp Google HQs - June 2011PhiloGL - WebGLCamp Google HQs - June 2011
PhiloGL - WebGLCamp Google HQs - June 2011
 
Creating Interactive Data Visualizations for the Web - YOW! Developer Confere...
Creating Interactive Data Visualizations for the Web - YOW! Developer Confere...Creating Interactive Data Visualizations for the Web - YOW! Developer Confere...
Creating Interactive Data Visualizations for the Web - YOW! Developer Confere...
 
JavaScript InfoVis Toolkit - Create interactive data visualizations for the web
JavaScript InfoVis Toolkit - Create interactive data visualizations for the webJavaScript InfoVis Toolkit - Create interactive data visualizations for the web
JavaScript InfoVis Toolkit - Create interactive data visualizations for the web
 

Recently uploaded

Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...VICTOR MAESTRE RAMIREZ
 
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfCCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfAsst.prof M.Gokilavani
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024hassan khalil
 
welding defects observed during the welding
welding defects observed during the weldingwelding defects observed during the welding
welding defects observed during the weldingMuhammadUzairLiaqat
 
US Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of ActionUS Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of ActionMebane Rash
 
Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)
Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)
Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)dollysharma2066
 
Arduino_CSE ece ppt for working and principal of arduino.ppt
Arduino_CSE ece ppt for working and principal of arduino.pptArduino_CSE ece ppt for working and principal of arduino.ppt
Arduino_CSE ece ppt for working and principal of arduino.pptSAURABHKUMAR892774
 
Piping Basic stress analysis by engineering
Piping Basic stress analysis by engineeringPiping Basic stress analysis by engineering
Piping Basic stress analysis by engineeringJuanCarlosMorales19600
 
Correctly Loading Incremental Data at Scale
Correctly Loading Incremental Data at ScaleCorrectly Loading Incremental Data at Scale
Correctly Loading Incremental Data at ScaleAlluxio, Inc.
 
computer application and construction management
computer application and construction managementcomputer application and construction management
computer application and construction managementMariconPadriquez1
 
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort servicejennyeacort
 
Earthing details of Electrical Substation
Earthing details of Electrical SubstationEarthing details of Electrical Substation
Earthing details of Electrical Substationstephanwindworld
 
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor CatchersTechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catcherssdickerson1
 
Class 1 | NFPA 72 | Overview Fire Alarm System
Class 1 | NFPA 72 | Overview Fire Alarm SystemClass 1 | NFPA 72 | Overview Fire Alarm System
Class 1 | NFPA 72 | Overview Fire Alarm Systemirfanmechengr
 
Electronically Controlled suspensions system .pdf
Electronically Controlled suspensions system .pdfElectronically Controlled suspensions system .pdf
Electronically Controlled suspensions system .pdfme23b1001
 
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfgUnit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfgsaravananr517913
 
Introduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptxIntroduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptxk795866
 

Recently uploaded (20)

Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...
 
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfCCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
 
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptxExploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024
 
welding defects observed during the welding
welding defects observed during the weldingwelding defects observed during the welding
welding defects observed during the welding
 
US Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of ActionUS Department of Education FAFSA Week of Action
US Department of Education FAFSA Week of Action
 
Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)
Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)
Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)
 
Arduino_CSE ece ppt for working and principal of arduino.ppt
Arduino_CSE ece ppt for working and principal of arduino.pptArduino_CSE ece ppt for working and principal of arduino.ppt
Arduino_CSE ece ppt for working and principal of arduino.ppt
 
Piping Basic stress analysis by engineering
Piping Basic stress analysis by engineeringPiping Basic stress analysis by engineering
Piping Basic stress analysis by engineering
 
Correctly Loading Incremental Data at Scale
Correctly Loading Incremental Data at ScaleCorrectly Loading Incremental Data at Scale
Correctly Loading Incremental Data at Scale
 
computer application and construction management
computer application and construction managementcomputer application and construction management
computer application and construction management
 
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
 
Earthing details of Electrical Substation
Earthing details of Electrical SubstationEarthing details of Electrical Substation
Earthing details of Electrical Substation
 
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
 
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor CatchersTechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
TechTAC® CFD Report Summary: A Comparison of Two Types of Tubing Anchor Catchers
 
Class 1 | NFPA 72 | Overview Fire Alarm System
Class 1 | NFPA 72 | Overview Fire Alarm SystemClass 1 | NFPA 72 | Overview Fire Alarm System
Class 1 | NFPA 72 | Overview Fire Alarm System
 
Electronically Controlled suspensions system .pdf
Electronically Controlled suspensions system .pdfElectronically Controlled suspensions system .pdf
Electronically Controlled suspensions system .pdf
 
young call girls in Green Park🔝 9953056974 🔝 escort Service
young call girls in Green Park🔝 9953056974 🔝 escort Serviceyoung call girls in Green Park🔝 9953056974 🔝 escort Service
young call girls in Green Park🔝 9953056974 🔝 escort Service
 
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfgUnit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
Unit7-DC_Motors nkkjnsdkfnfcdfknfdgfggfg
 
Introduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptxIntroduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptx
 

Hacking public-facing visualizations at Twitter