Hacking public-facing data visualizations at Twitter

•

16 likes•6,628 views

philogb

Data & Analytics Social Media Technology

Hacking public-facing
visualizations at Twitter

Platform
!
Global / Real-Time / Conversational

Government
STATE OF THE UNION
!
REAL-TIME

Data Collection & Analysis
!
• Transcript of the address annotated paragraph by paragraph
• Tweets with #SOTU sent during the address
• Perform matching with paragraphs
• Generate topic analysis in Tweet text
• Provide geographical breakdown

Data Collection & Analysis
!
• Fetch geolocated Tweets
• Filter text containing “Philippines” and “Help”
• Translate keywords in multiple languages (22)
• Apply clustering (MINGLE)
• Sort Tweets by relevance

Visual Display
http://github.com/philogb/mingle

Scaﬀold Build Manage
+ +
Generate static-
site structure
Building Tasks for JS/
CSS/HTML
!
Data Transform Phase
Install libs. Depending
on choices made:
!
HTML, SVG, 2DCanvas,
WebGL
Interactive Generator
for Yeoman

Visual Component
Tweet Histogram Choropleth Map
# of Elements Small (~40) Small (~50)
Shape Complexity Simple: (Rectangle)
Complex: (Concave,
Convex, Connected,
Disconnected)
Interactive Yes Yes
Standard Chosen HTML SVG
Choosing the right
Standard

Audience
!
• Verticals to focus on (News, Gov, Sports, TV, Music)
• Data to focus on (Interest topics from the community)
• Type of the visualization (Exploratory / Expository)
• Tone of the visualization (Insightful, Playful, Storytelling)
• Implementation (Mobile friendly, SVG, Canvas, WebGL, etc.)

@philogb
https://interactive.twitter.com/

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Hacking public-facing data visualizations at Twitter

1. Hacking public-facing visualizations at Twitter Nicolas Garcia Belmonte / @philogb

3. thejit.org PhiloGL

4. https://interactive.twitter.com/

6. Hacking public-facing visualizations

7. Hacking public-facing visualizations at Twitter

8. Platform ! Global / Real-Time / Conversational

9. Global !

10. Sports WORLD CUP ! GLOBAL

15. Real-Time !

16. Government STATE OF THE UNION ! REAL-TIME

17. Data Collection & Analysis ! • Transcript of the address annotated paragraph by paragraph • Tweets with #SOTU sent during the address • Perform matching with paragraphs • Generate topic analysis in Tweet text • Provide geographical breakdown

22.

24. News TYPHOON HAIYAN ! CONVERSATIONAL

25. Data Collection & Analysis ! • Fetch geolocated Tweets • Filter text containing “Philippines” and “Help” • Translate keywords in multiple languages (22) • Apply clustering (MINGLE) • Sort Tweets by relevance

32. Visual Display http://github.com/philogb/mingle

33. Implementation ! !

34. Scaﬀold Build Manage + + Generate static- site structure Building Tasks for JS/ CSS/HTML ! Data Transform Phase Install libs. Depending on choices made: ! HTML, SVG, 2DCanvas, WebGL Interactive Generator for Yeoman

35. Libraries used

36. Visual Component Tweet Histogram Choropleth Map # of Elements Small (~40) Small (~50) Shape Complexity Simple: (Rectangle) Complex: (Concave, Convex, Connected, Disconnected) Interactive Yes Yes Standard Chosen HTML SVG Choosing the right Standard

37. When to Choose WebGL ?

38. COOL FACTOR

39. BRANDS

40. BRANDS

41. BRANDS

42. Key takeaways ! !

43.

44. Audience ! • Verticals to focus on (News, Gov, Sports, TV, Music) • Data to focus on (Interest topics from the community) • Type of the visualization (Exploratory / Expository) • Tone of the visualization (Insightful, Playful, Storytelling) • Implementation (Mobile friendly, SVG, Canvas, WebGL, etc.)

45. @philogb https://interactive.twitter.com/

Hacking public-facing data visualizations at Twitter

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