Twitter Data - University of California,...

Twitter DataGilad Mishne - @gilad

Twitter SearchInfo 290 - Analyzing Big Data With Twitter

UC Berkeley Information SchoolAugust 2012

About Twitter

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• The fastest, simplest way to communicate

• More than 140M active users• Majority (also) mobile; 60% out of U.S.

• More than 400M twitter.com visitors• More than 400M tweets/day (peak: 25K/sec)

• 1,000 employees (majority in San Francisco)• 50% engineers

Twitter data: text

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Twitter data: social graph

4Credit: @isaach

Twitter data: time series

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Twitter data: interest graph

6Credit: @psychemedia

Combined: the pulse of the world

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What we do with large data

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Scale

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Search

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Recommendations

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Ads

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Anti-Spam

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The Speakers

(Plus, some Twitter features)

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Twitter Overview

15Embedded links

Expanded Tweets

Hadoop/Pig

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Replies/conversations

Trends/Streaming

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Protected accounts

Support for 30+ languages

Search

18Retweets, Favorites

Graphs, Recommendations, Relevance

19Retweets (in the timeline)

Security, anomaly detection

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Photos

Scalding

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Geotagging,hashtags

Goals

• Work with real data, on real problems• Learn how it is to work in a place like Twitter• Build something useful• Have a good time!

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Questions?

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Follow me: @gilad