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Classroom Contents
Building Tools and Frameworks for Large-Scale Social Media Mining
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- 1 Intro
- 2 Big data vs Large-scale?
- 3 KISS principle
- 4 Identify the scope of the problem
- 5 Avoid scope creep
- 6 Know your audience
- 7 Finding right tool for the job
- 8 Define a scalable architecture
- 9 5 Iterative development
- 10 Why social media?
- 11 Cautions about social-media data
- 12 Why Twitter?
- 13 Benefits of using Twitter
- 14 How do we harness such data?
- 15 The need for a specific tool
- 16 Beginning story (1)
- 17 So we needed to standardize this! (2)
- 18 In the end - lessons learned
- 19 For instant NLP uses
- 20 Defining a framework for data collection
- 21 Our COVID-19 infrastructure - under the hood (2)
- 22 Acknowledgments
