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Creating a culture of data 
And making everyone an analyst in the process 
Namit RaiSurana and Andy Kriebel 
BI Engineers 
12 June 2013
What you’re not going to get today…
What you will get…
Hi. I’m Namit.
Let’s start with some trivia… 
Monthly Active Users Mobile MAU Daily Active Users
Now win a t-shirt 
Likes per Day Local Business 
Pages 
Q1 2013 Revenue
When we last left off… 
A recap of our implementation from TCC12
Tableau Facebook group
Regular Training sessions
Multi-tenancy model
We expect everyone at Facebook to be 
good at finding the biggest problems to 
work on. 
~ Mark Zuckerberg: Letter to Investors
We’ve built hacks to make 
Tableau work for us
Email functionality
Integrated Reporting portal
Internal Wiki Integration
We have a self-serve model
The growth has been phenomenal!
Our current pain points 
Platform 
Performance 
People 
Prototyping
Platform 
Architecture & Support
Current Concerns 
• Current architecture does not scale 
• No Mac client / Linux server 
• Limited enterprise level control 
• Licensing 
Steps being taken 
• Enhancements to prior server Architecture 
• Got Elite support 
• Citrix Deployment 
• License Tracking
Performance 
Data, data and more data
Single Hadoop cluster 
__________ 
100+ Pb 
500+ Tb 
__________ new 
data 
_2_0__0_+_ T_b___ scanned every hour
450,000,000,000 
‘User’ table rows 
_________________ 
110 Tb 
Raw size 
_________________
Current Concerns 
• Creating really big extracts 
• Sub par performance for Big datasets 
• Rendering lot of data points 
• Connectors to our Big Data sources 
Steps being taken 
• EDW 
• In-memory 
• Building connectors for big Datasets 
• Co-Engineering with Tableau
Hi. I’m Andy. 
vizwiz.blogspot.com facebook.com/vizwiz
Oh my god! 
Becky, look at her data! 
It’s so big. 
We like big data and we cannot lie!
People 
Spreading data viz & Tableau to the masses
The BI team is no longer a roadblock
We provide a platform where we 
are all analysts
We’ve created a comprehensive program 
Brain games & 
data viz training 
Consulting & 
prototyping 
Awesomeness! 
Hackathons 
Tableau training
How can we support so many people? 
Architecture
How can we support so many people? 
Tableau
How can we support so many people? 
Data 
Visualization 
& 
Consulting
Examples of what we teach
Seeing with your brain 
A now-you-see-it-now-you-don’t experiment demonstrates 
how the brain plays tricks. 
http://channel.nationalgeographic.com/channel/brain-games/videos/seeing-with-your-brain/
Attributes for encoding categorical items
Chart types 
And when to use them
Preserving true proportions 
✖ ✓ 
Looks 4x the 
size
Line charts that don’t work
Tableau basics
Advanced use of parameters
Advanced chart types
We invite industry experts
Prototyping 
Using Tableau to iterate quickly
Prototyping starts with sketches
Sketches help us create our own style/brand
We use Tableau to prototype potential Facebook tools
Do you want to see more?
Two degrees of separation - My Facebook friendships around the world
Next Steps 
• Continue to tackle scalability issues 
• Implement EDW tool and/or in-memory solution 
• Launch Tableau 8 
• Expand our team globally
We’re hiring! The weather is great in Dublin!
Feel free to email us at 
andyk@fb.com / namit@fb.com
(c) 2009 Facebook, Inc. or its licensors. "Facebook" is a registered trademark of Facebook, Inc.. All rights reserved. 1.0

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