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Innovation Enterprise
Innovation Enterprise

Big Data Toronto 2013

Technology
1 of 13
Crowd Sourced Data Shashi Khatri Principal Data Scientist
Crowd Sourced Data • Yelp • Trip Advisor • Google Maps • Google Voice Transcription • Amazon Product Reviews • Chow Hound Restaurant Reviews • Waze Driving Directions • Netflix Movies Ratings • Twitter: Opinions, News etc.
What could we build if we integrated this data about us? All our views, all our ratings.
We have open (source) software
What is this open data?
• Desired Properties – Should the data require user permission to access it? – Multiple developers / apps should be able to access the same data, add to it, edit it and delete it • Technical Challenges – Syncing data between different data stores/ copies of data – Ensuring that one app doesn’t break the data format for everyone else – Malicious usage
Questions?

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Crowd Sourced Data, Bit Torrent

  • 1. Crowd Sourced Data Shashi Khatri Principal Data Scientist
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  • 5. Crowd Sourced Data • Yelp • Trip Advisor • Google Maps • Google Voice Transcription • Amazon Product Reviews • Chow Hound Restaurant Reviews • Waze Driving Directions • Netflix Movies Ratings • Twitter: Opinions, News etc.
  • 6. What could we build if we integrated this data about us? All our views, all our ratings.
  • 7. We have open (source) software
  • 8. What is this open data?
  • 9. • Desired Properties – Should the data require user permission to access it? – Multiple developers / apps should be able to access the same data, add to it, edit it and delete it • Technical Challenges – Syncing data between different data stores/ copies of data – Ensuring that one app doesn’t break the data format for everyone else – Malicious usage
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